diff --git a/.gitignore b/.gitignore
new file mode 100644
index 000000000..13d818305
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,26 @@
+# Environment & Secrets
+.env
+.venv/
+env/
+venv/
+*.env
+
+# Python artifacts
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.pytest_cache/
+.coverage
+htmlcov/
+
+# Database / PostgreSQL local artifacts
+# (If using local pgAdmin or SQLite for testing)
+*.db
+*.sqlite3
+.pgpass
+.pgdata
+
+# OS specific
+.DS_Store
+Thumbs.db
diff --git a/signal-processing-api/.python-version b/signal-processing-api/.python-version
new file mode 100644
index 000000000..24ee5b1be
--- /dev/null
+++ b/signal-processing-api/.python-version
@@ -0,0 +1 @@
+3.13
diff --git a/signal-processing-api/Dockerfile b/signal-processing-api/Dockerfile
new file mode 100644
index 000000000..ab06a0901
--- /dev/null
+++ b/signal-processing-api/Dockerfile
@@ -0,0 +1,15 @@
+FROM python:3.13-slim
+
+WORKDIR /code
+
+COPY ./pyproject.toml /code/pyproject.toml
+
+COPY ./app /code/app
+
+COPY ./tests /code/tests
+
+RUN pip install --no-cache-dir --upgrade /code/.
+
+EXPOSE 80
+
+CMD ["fastapi", "run", "app/main.py", "--port", "80"]
\ No newline at end of file
diff --git a/signal-processing-api/README.md b/signal-processing-api/README.md
new file mode 100644
index 000000000..52a48016a
--- /dev/null
+++ b/signal-processing-api/README.md
@@ -0,0 +1,91 @@
+<h1>Signal Processor API</h1>
+
+
+- [Setting up the API](#setting-up-the-api)
+  - [Using Docker](#using-docker)
+- [API Routes](#api-routes)
+  - [Simple Data Retrieve Routes](#simple-data-retrieve-routes)
+  - [Operations Routes](#operations-routes)
+  - [Metrics and metadata routes](#metrics-and-metadata-routes)
+- [Running tests](#running-tests)
+
+___
+
+
+## Setting up the API
+
+### Using Docker
+
+You can run the API using the compose file in root folder as it follows:
+
+```bash
+docker compose up -d --build
+
+```
+
+Docker will check if the database service is healthy and so start the API at 127.0.0.1/80
+
+The database is already populated with some air humidity time-series data and this data can be acessed by the following routes.
+
+___
+
+## API Routes
+
+In general, we have 7 routes, correspondig all to time-series related data
+
+### Simple Data Retrieve Routes
+- GET: */series/*
+  
+  This route retrieves all time-series registered in database, exposing only id, sensor name and register date of time-series. It's not necessary passing any parameter to get this data
+
+___
+
+- GET: */series/full_series/*
+  
+  In another hand, this route retrieves all time-series registered, but with all corresponding measurements. No parameter is necessary
+
+___
+
+- GET: */series/time_series_id*
+
+  In this route we can get the data about a specific time-series passing as parameter its id. The response includes id, sensor, creation date and all related measurements.
+
+___
+
+### Operations Routes
+- POST:  */series/* 
+
+  In this route it's possible to create a new time-series record, just passing a json with: sensor and a list of measurements (with its timestamp and air humidity data)
+
+___
+
+- DELETE: */series/time_series_id* 
+  
+  Here it's possible delete an existent time-series by passing its id. Following this route all related time-series data, like measurements points, are automatically deleted too
+
+___
+
+### Metrics and metadata routes
+
+- GET: */series/metrics/time_series_id*
+
+  This route is a more sofisticated one, here you can pass as parameter the selected time-series id and receive some metrics about the registered measurements as:
+  - Min/Max air humidity: showing which was the maximum and minimum air humidity registered by the sensor
+  - Avg air humidity: the average of all air humidity measurements
+  - Stddev air humidity: which was the standard deviation of all measurements in relation to the average air humidity
+
+- GET: */series/count/*
+
+  If you want to see how many time-series are stored, you can just follow this route without parameters and it returns the total number of registered time-series (ignoring related data)
+
+___
+
+## Running tests
+
+All the project tests are located at tests/ folder.
+
+We made a total of 14 tests, considering success cases and failures cases.
+
+We try to include as many user stories as possible to check the API response.
+
+For more instructions about running tests see [Readme Tests](/signal-processing-api/tests/README.md)
\ No newline at end of file
diff --git a/signal-processing-api/app/config/database.py b/signal-processing-api/app/config/database.py
new file mode 100644
index 000000000..83c77570e
--- /dev/null
+++ b/signal-processing-api/app/config/database.py
@@ -0,0 +1,36 @@
+import os
+from pathlib import Path
+from sqlmodel import SQLModel, create_engine, Session
+from sqlalchemy import text
+from fastapi import Depends
+
+from models.timeseries import TimeSeries
+from models.measurement import Measurement
+
+
+DATABASE_URL = os.getenv('DATABASE_URL', 
+                         'postgresql://signal_api:dynamox@database:5432/signal')
+
+engine = create_engine(DATABASE_URL)
+
+def create_db_and_tables():
+    """Function that create database and all registered tables"""
+    SQLModel.metadata.create_all(engine)
+
+def get_session():
+    with Session(engine) as session:
+        yield session
+
+def seed_db():
+    if 'postgresql' in DATABASE_URL:
+        current_dir = Path(__file__).parent
+
+        seed_path = f'{current_dir}/seed.sql'
+        with Session(engine) as session:
+            with open(seed_path, 'r', encoding='UTF-8') as f:
+                seeding_commands = f.read()
+        
+            session.execute(text(seeding_commands))
+            session.commit()
+    else: 
+        return
\ No newline at end of file
diff --git a/signal-processing-api/app/config/seed.sql b/signal-processing-api/app/config/seed.sql
new file mode 100644
index 000000000..bfbca7a80
--- /dev/null
+++ b/signal-processing-api/app/config/seed.sql
@@ -0,0 +1,294 @@
+TRUNCATE TABLE measurement, timeseries RESTART IDENTITY CASCADE;
+
+INSERT INTO timeseries (id, sensor, created_at) VALUES
+(1, 'SENS_3452', '2025-01-01T00:00:00'),
+(2, 'SENS_3452', '2025-01-02T00:00:00'),
+(3, 'SENS_3452', '2025-01-03T00:00:00'),
+(4, 'SENS_3452', '2025-01-04T00:00:00'),
+(5, 'SENS_3452', '2025-01-05T00:00:00'),
+(6, 'SENS_3452', '2025-01-06T00:00:00'),
+(7, 'SENS_3452', '2025-01-07T00:00:00'),
+(8, 'SENS_3452', '2025-01-08T00:00:00'),
+(9, 'SENS_3452', '2025-01-09T00:00:00'),
+(10, 'SENS_3452', '2025-01-10T00:00:00'),
+(11, 'SENS_3452', '2025-01-11T00:00:00'),
+(12, 'SENS_3452', '2025-01-12T00:00:00'),
+(13, 'SENS_3452', '2025-01-13T00:00:00'),
+(14, 'SENS_3452', '2025-01-14T00:00:00'),
+(15, 'SENS_3452', '2025-01-15T00:00:00'),
+(16, 'SENS_3452', '2025-01-16T00:00:00'),
+(17, 'SENS_3452', '2025-01-17T00:00:00'),
+(18, 'SENS_3452', '2025-01-18T00:00:00'),
+(19, 'SENS_3452', '2025-01-19T00:00:00'),
+(20, 'SENS_3452', '2025-01-20T00:00:00'),
+(21, 'SENS_3452', '2025-01-21T00:00:00');
+
+INSERT INTO measurement (timeseries_id, timestamp, air_humidity) VALUES
+(1, '2025-01-01T00:00:00', 78),
+(1, '2025-01-01T01:00:00', 78),
+(1, '2025-01-01T02:00:00', 79),
+(1, '2025-01-01T03:00:00', 85),
+(1, '2025-01-01T04:00:00', 84),
+(1, '2025-01-01T05:00:00', 83),
+(1, '2025-01-01T06:00:00', 82),
+(1, '2025-01-01T07:00:00', 84),
+(1, '2025-01-01T08:00:00', 85),
+(1, '2025-01-01T09:00:00', 87),
+(1, '2025-01-01T10:00:00', 84),
+(1, '2025-01-01T11:00:00', 79),
+
+(2, '2025-01-02T00:00:00', 76),
+(2, '2025-01-02T01:00:00', 81),
+(2, '2025-01-02T02:00:00', 87),
+(2, '2025-01-02T03:00:00', 87),
+(2, '2025-01-02T04:00:00', 90),
+(2, '2025-01-02T05:00:00', 89),
+(2, '2025-01-02T06:00:00', 88),
+(2, '2025-01-02T07:00:00', 88),
+(2, '2025-01-02T08:00:00', 86),
+(2, '2025-01-02T09:00:00', 88),
+(2, '2025-01-02T10:00:00', 79),
+(2, '2025-01-02T11:00:00', 78),
+
+(3, '2025-01-03T00:00:00', 84),
+(3, '2025-01-03T01:00:00', 84),
+(3, '2025-01-03T02:00:00', 87),
+(3, '2025-01-03T03:00:00', 88),
+(3, '2025-01-03T04:00:00', 88),
+(3, '2025-01-03T05:00:00', 90),
+(3, '2025-01-03T06:00:00', 90),
+(3, '2025-01-03T07:00:00', 89),
+(3, '2025-01-03T08:00:00', 89),
+(3, '2025-01-03T09:00:00', 90),
+(3, '2025-01-03T10:00:00', 77),
+(3, '2025-01-03T11:00:00', 74),
+
+(4, '2025-01-04T00:00:00', 80),
+(4, '2025-01-04T01:00:00', 78),
+(4, '2025-01-04T02:00:00', 76),
+(4, '2025-01-04T03:00:00', 75),
+(4, '2025-01-04T04:00:00', 75),
+(4, '2025-01-04T05:00:00', 77),
+(4, '2025-01-04T06:00:00', 77),
+(4, '2025-01-04T07:00:00', 78),
+(4, '2025-01-04T08:00:00', 79),
+(4, '2025-01-04T09:00:00', 80),
+(4, '2025-01-04T10:00:00', 74),
+(4, '2025-01-04T11:00:00', 71),
+
+(5, '2025-01-05T00:00:00', 76),
+(5, '2025-01-05T01:00:00', 73),
+(5, '2025-01-05T02:00:00', 73),
+(5, '2025-01-05T03:00:00', 73),
+(5, '2025-01-05T04:00:00', 74),
+(5, '2025-01-05T05:00:00', 82),
+(5, '2025-01-05T06:00:00', 83),
+(5, '2025-01-05T07:00:00', 85),
+(5, '2025-01-05T08:00:00', 87),
+(5, '2025-01-05T09:00:00', 86),
+(5, '2025-01-05T10:00:00', 77),
+(5, '2025-01-05T11:00:00', 66),
+
+(6, '2025-01-06T00:00:00', 79),
+(6, '2025-01-06T01:00:00', 81),
+(6, '2025-01-06T02:00:00', 79),
+(6, '2025-01-06T03:00:00', 81),
+(6, '2025-01-06T04:00:00', 83),
+(6, '2025-01-06T05:00:00', 82),
+(6, '2025-01-06T06:00:00', 82),
+(6, '2025-01-06T07:00:00', 83),
+(6, '2025-01-06T08:00:00', 83),
+(6, '2025-01-06T09:00:00', 83),
+(6, '2025-01-06T10:00:00', 81),
+(6, '2025-01-06T11:00:00', 69),
+
+(7, '2025-01-07T00:00:00', 73),
+(7, '2025-01-07T01:00:00', 71),
+(7, '2025-01-07T02:00:00', 72),
+(7, '2025-01-07T03:00:00', 77),
+(7, '2025-01-07T04:00:00', 77),
+(7, '2025-01-07T05:00:00', 74),
+(7, '2025-01-07T06:00:00', 74),
+(7, '2025-01-07T07:00:00', 79),
+(7, '2025-01-07T08:00:00', 80),
+(7, '2025-01-07T09:00:00', 81),
+(7, '2025-01-07T10:00:00', 73),
+(7, '2025-01-07T11:00:00', 67),
+
+(8, '2025-01-08T00:00:00', 68),
+(8, '2025-01-08T01:00:00', 71),
+(8, '2025-01-08T02:00:00', 72),
+(8, '2025-01-08T03:00:00', 73),
+(8, '2025-01-08T04:00:00', 74),
+(8, '2025-01-08T05:00:00', 76),
+(8, '2025-01-08T06:00:00', 78),
+(8, '2025-01-08T07:00:00', 78),
+(8, '2025-01-08T09:00:00', 80),
+(8, '2025-01-08T10:00:00', 73),
+(8, '2025-01-08T11:00:00', 74),
+
+(9, '2025-01-09T00:00:00', 84),
+(9, '2025-01-09T01:00:00', 87),
+(9, '2025-01-09T02:00:00', 81),
+(9, '2025-01-09T03:00:00', 80),
+(9, '2025-01-09T04:00:00', 83),
+(9, '2025-01-09T05:00:00', 85),
+(9, '2025-01-09T06:00:00', 89),
+(9, '2025-01-09T07:00:00', 89),
+(9, '2025-01-09T08:00:00', 90),
+(9, '2025-01-09T09:00:00', 90),
+(9, '2025-01-09T10:00:00', 88),
+(9, '2025-01-09T11:00:00', 78),
+
+(10, '2025-01-10T00:00:00', 62),
+(10, '2025-01-10T01:00:00', 62),
+(10, '2025-01-10T02:00:00', 78),
+(10, '2025-01-10T03:00:00', 80),
+(10, '2025-01-10T04:00:00', 80),
+(10, '2025-01-10T05:00:00', 81),
+(10, '2025-01-10T06:00:00', 81),
+(10, '2025-01-10T07:00:00', 82),
+(10, '2025-01-10T08:00:00', 82),
+(10, '2025-01-10T09:00:00', 83),
+(10, '2025-01-10T10:00:00', 78),
+(10, '2025-01-10T11:00:00', 68),
+
+(11, '2025-01-11T00:00:00', 61),
+(11, '2025-01-11T01:00:00', 71),
+(11, '2025-01-11T02:00:00', 74),
+(11, '2025-01-11T03:00:00', 77),
+(11, '2025-01-11T04:00:00', 79),
+(11, '2025-01-11T05:00:00', 80),
+(11, '2025-01-11T06:00:00', 84),
+(11, '2025-01-11T07:00:00', 85),
+(11, '2025-01-11T08:00:00', 86),
+(11, '2025-01-11T09:00:00', 86),
+(11, '2025-01-11T10:00:00', 88),
+(11, '2025-01-11T11:00:00', 89),
+
+(12, '2025-01-12T00:00:00', 88),
+(12, '2025-01-12T01:00:00', 89),
+(12, '2025-01-12T02:00:00', 90),
+(12, '2025-01-12T03:00:00', 89),
+(12, '2025-01-12T04:00:00', 89),
+(12, '2025-01-12T05:00:00', 89),
+(12, '2025-01-12T06:00:00', 89),
+(12, '2025-01-12T07:00:00', 89),
+(12, '2025-01-12T08:00:00', 89),
+(12, '2025-01-12T09:00:00', 88),
+(12, '2025-01-12T10:00:00', 84),
+(12, '2025-01-12T11:00:00', 75),
+
+(13, '2025-01-13T00:00:00', 73),
+(13, '2025-01-13T01:00:00', 84),
+(13, '2025-01-13T02:00:00', 87),
+(13, '2025-01-13T03:00:00', 88),
+(13, '2025-01-13T04:00:00', 90),
+(13, '2025-01-13T05:00:00', 89),
+(13, '2025-01-13T06:00:00', 88),
+(13, '2025-01-13T07:00:00', 88),
+(13, '2025-01-13T08:00:00', 88),
+(13, '2025-01-13T09:00:00', 90),
+(13, '2025-01-13T10:00:00', 90),
+(13, '2025-01-13T11:00:00', 82),
+
+(14, '2025-01-14T00:00:00', 66),
+(14, '2025-01-14T01:00:00', 73),
+(14, '2025-01-14T02:00:00', 76),
+(14, '2025-01-14T03:00:00', 80),
+(14, '2025-01-14T04:00:00', 81),
+(14, '2025-01-14T05:00:00', 83),
+(14, '2025-01-14T06:00:00', 82),
+(14, '2025-01-14T07:00:00', 82),
+(14, '2025-01-14T08:00:00', 85),
+(14, '2025-01-14T09:00:00', 85),
+(14, '2025-01-14T10:00:00', 77),
+(14, '2025-01-14T11:00:00', 67),
+
+(15, '2025-01-15T00:00:00', 64),
+(15, '2025-01-15T01:00:00', 64),
+(15, '2025-01-15T02:00:00', 66),
+(15, '2025-01-15T03:00:00', 76),
+(15, '2025-01-15T04:00:00', 86),
+(15, '2025-01-15T05:00:00', 87),
+(15, '2025-01-15T06:00:00', 88),
+(15, '2025-01-15T07:00:00', 89),
+(15, '2025-01-15T08:00:00', 90),
+(15, '2025-01-15T09:00:00', 90),
+(15, '2025-01-15T10:00:00', 89),
+(15, '2025-01-15T11:00:00', 74),
+
+(16, '2025-01-16T00:00:00', 73),
+(16, '2025-01-16T01:00:00', 75),
+(16, '2025-01-16T02:00:00', 80),
+(16, '2025-01-16T03:00:00', 77),
+(16, '2025-01-16T04:00:00', 77),
+(16, '2025-01-16T05:00:00', 81),
+(16, '2025-01-16T06:00:00', 87),
+(16, '2025-01-16T07:00:00', 89),
+(16, '2025-01-16T08:00:00', 90),
+(16, '2025-01-16T09:00:00', 90),
+(16, '2025-01-16T10:00:00', 91),
+(16, '2025-01-16T11:00:00', 91),
+
+(17, '2025-01-17T00:00:00', 93),
+(17, '2025-01-17T01:00:00', 93),
+(17, '2025-01-17T02:00:00', 92),
+(17, '2025-01-17T03:00:00', 93),
+(17, '2025-01-17T04:00:00', 92),
+(17, '2025-01-17T05:00:00', 93),
+(17, '2025-01-17T06:00:00', 93),
+(17, '2025-01-17T07:00:00', 93),
+(17, '2025-01-17T08:00:00', 93),
+(17, '2025-01-17T09:00:00', 93),
+(17, '2025-01-17T10:00:00', 93),
+(17, '2025-01-17T11:00:00', 93),
+
+(18, '2025-01-18T00:00:00', 86),
+(18, '2025-01-18T01:00:00', 87),
+(18, '2025-01-18T02:00:00', 87),
+(18, '2025-01-18T03:00:00', 89),
+(18, '2025-01-18T04:00:00', 90),
+(18, '2025-01-18T05:00:00', 91),
+(18, '2025-01-18T06:00:00', 91),
+(18, '2025-01-18T07:00:00', 91),
+(18, '2025-01-18T08:00:00', 90),
+(18, '2025-01-18T09:00:00', 87),
+(18, '2025-01-18T10:00:00', 85),
+(18, '2025-01-18T11:00:00', 84),
+
+(19, '2025-01-19T00:00:00', 88),
+(19, '2025-01-19T01:00:00', 89),
+(19, '2025-01-19T02:00:00', 89),
+(19, '2025-01-19T03:00:00', 89),
+(19, '2025-01-19T04:00:00', 89),
+(19, '2025-01-19T05:00:00', 89),
+(19, '2025-01-19T06:00:00', 89),
+(19, '2025-01-19T07:00:00', 89),
+(19, '2025-01-19T08:00:00', 90),
+(19, '2025-01-19T09:00:00', 90),
+(19, '2025-01-19T10:00:00', 90),
+(19, '2025-01-19T11:00:00', 83),
+
+(20, '2025-01-20T00:00:00', 89),
+(20, '2025-01-20T01:00:00', 90),
+(20, '2025-01-20T02:00:00', 91),
+(20, '2025-01-20T03:00:00', 91),
+(20, '2025-01-20T04:00:00', 91),
+(20, '2025-01-20T05:00:00', 90),
+(20, '2025-01-20T06:00:00', 90),
+(20, '2025-01-20T07:00:00', 91),
+(20, '2025-01-20T08:00:00', 91),
+(20, '2025-01-20T09:00:00', 92),
+(20, '2025-01-20T10:00:00', 86),
+(20, '2025-01-20T11:00:00', 75),
+
+(21, '2025-01-21T00:00:00', 89),
+(21, '2025-01-21T01:00:00', 90),
+(21, '2025-01-21T02:00:00', 90),
+(21, '2025-01-21T03:00:00', 90),
+(21, '2025-01-21T04:00:00', 91);
+
+SELECT setval(pg_get_serial_sequence('timeseries', 'id'), COALESCE(MAX(id), 1)) FROM timeseries;
+
+SELECT setval(pg_get_serial_sequence('measurement', 'id'), COALESCE(MAX(id), 1)) FROM measurement;
\ No newline at end of file
diff --git a/signal-processing-api/app/main.py b/signal-processing-api/app/main.py
new file mode 100644
index 000000000..4894f3381
--- /dev/null
+++ b/signal-processing-api/app/main.py
@@ -0,0 +1,35 @@
+from contextlib import asynccontextmanager
+
+from fastapi import FastAPI
+
+from config.database import create_db_and_tables, seed_db
+from routes import timeseries_routes
+
+
+# Initializing database
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    create_db_and_tables()
+    seed_db()
+    # starts API here
+    yield
+
+
+# Create API app, setting up the database first
+app = FastAPI(
+    title='Signal Processor API',
+    lifespan=lifespan
+)
+
+### Routers ###
+
+# time-series router
+app.include_router(timeseries_routes.router)
+
+
+@app.get('/')
+def root():
+    return {
+        'message': 'Welcome to Signal Processor API',
+        'api_docs': 'http://127.0.0.1:80/docs'
+        }
diff --git a/signal-processing-api/app/models/measurement.py b/signal-processing-api/app/models/measurement.py
new file mode 100644
index 000000000..48e71ad49
--- /dev/null
+++ b/signal-processing-api/app/models/measurement.py
@@ -0,0 +1,20 @@
+from typing import Optional
+from datetime import datetime
+
+from sqlmodel import Field, SQLModel, Relationship
+
+from models.timeseries import TimeSeries
+
+
+class MeasurementBase(SQLModel):
+    timestamp: datetime
+    air_humidity: float = Field(ge=0.0, le=100.0, 
+                                description='The air humidity must be between 0 and 100')
+
+
+class Measurement(MeasurementBase, table=True):
+    id: Optional[int] = Field(default=None, primary_key=True)
+    
+    # Setting up the foreign-key and the 1-to-many relationship with Time-series
+    timeseries_id: Optional[int] = Field(default=None, foreign_key='timeseries.id')
+    timeseries: Optional['TimeSeries'] = Relationship(back_populates='measurements')
\ No newline at end of file
diff --git a/signal-processing-api/app/models/timeseries.py b/signal-processing-api/app/models/timeseries.py
new file mode 100644
index 000000000..04f36cad3
--- /dev/null
+++ b/signal-processing-api/app/models/timeseries.py
@@ -0,0 +1,17 @@
+from typing import Optional
+from datetime import datetime, timezone
+
+from sqlmodel import Field, SQLModel, Relationship
+
+
+class TimeSeriesBase(SQLModel):
+    """Time-series Base Model"""
+
+    sensor: str
+    created_at: Optional[datetime] = Field(default_factory=lambda: datetime.now(timezone.utc))
+
+class TimeSeries(TimeSeriesBase, table=True):
+    id: Optional[int] = Field(default=None, primary_key=True)
+
+    # Estabilishing 1-to-many relationship between time-series and measurements
+    measurements: list['Measurement'] = Relationship(back_populates='timeseries', cascade_delete=True)
\ No newline at end of file
diff --git a/signal-processing-api/app/routes/timeseries_routes.py b/signal-processing-api/app/routes/timeseries_routes.py
new file mode 100644
index 000000000..f943edc69
--- /dev/null
+++ b/signal-processing-api/app/routes/timeseries_routes.py
@@ -0,0 +1,82 @@
+from typing import List
+
+from fastapi import APIRouter, Depends
+
+from schemas.timeseries_schema import TimeSeriesCreate, TimeSeriesRead
+from services.timeseries_service import TimeSeriesService, get_timeseries_service
+
+
+router = APIRouter(tags=['Timeseries'])
+
+
+### GET ROUTES ###
+
+@router.get('/series/')
+def read_all_series(service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Retrieve all time-series registered, but without
+    corresponding measurements"""
+
+    all_timeseries = service.read_all_timeseries()
+
+    return all_timeseries
+
+@router.get('/series/count/')
+def count_series(service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Retrieve the number of all registered time-series"""
+
+    timeseries_total = service.count_timeseries()
+    return timeseries_total
+
+
+@router.get('/series/full_series/', response_model=List[TimeSeriesRead])
+def read_full_series(service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Retrieve all time-series with all measurements"""
+
+    all_timeseries_with_measurements = service.read_full_timeseries()
+
+    return all_timeseries_with_measurements
+
+
+@router.get('/series/{time_series_id}', response_model=TimeSeriesRead)
+def read_series(time_series_id: int, service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Time-series reading route.
+    Here we receive an series ID and retrieve the first match 
+    found in database with all registred measurements"""
+
+    timeseries = service.read_timeseries(time_series_id)
+
+    return timeseries
+
+
+@router.get('/series/metrics/{time_series_id}')
+def get_metrics(time_series_id: int, service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Retrieve 3 metrics from an informed timeseries
+    Air humidity average, max air humidity and min air humidity"""
+
+    timeseries_metrics = service.get_timeseries_metrics(time_series_id)
+
+    return timeseries_metrics
+
+
+### POST ROUTES ###
+
+@router.post('/series/', response_model=TimeSeriesRead)
+def create_series(timeseries: TimeSeriesCreate, service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Time-series creating route.
+    Here we receive a request with sensor name and measurements raw data
+    to create a new time-series object in database with corresponding
+    measurements"""
+
+    new_timeseries = service.create_timeseries(timeseries)
+
+    return new_timeseries
+
+
+### DELETE ROUTES ###
+
+@router.delete('/series/{time_series_id}')
+def delete_series(time_series_id: int, service: TimeSeriesService = Depends(get_timeseries_service)):
+    """Receives a time-series id delete the record"""
+    deleted_timeseries = service.delete_timeseries(time_series_id)
+
+    return deleted_timeseries
\ No newline at end of file
diff --git a/signal-processing-api/app/schemas/measurement_schema.py b/signal-processing-api/app/schemas/measurement_schema.py
new file mode 100644
index 000000000..71285581b
--- /dev/null
+++ b/signal-processing-api/app/schemas/measurement_schema.py
@@ -0,0 +1,4 @@
+from models.measurement import MeasurementBase
+
+class MeasurementRead(MeasurementBase):
+    pass
\ No newline at end of file
diff --git a/signal-processing-api/app/schemas/timeseries_schema.py b/signal-processing-api/app/schemas/timeseries_schema.py
new file mode 100644
index 000000000..e1855f291
--- /dev/null
+++ b/signal-processing-api/app/schemas/timeseries_schema.py
@@ -0,0 +1,29 @@
+from datetime import datetime
+
+from models.timeseries import TimeSeriesBase
+from models.measurement import Measurement
+from schemas.measurement_schema import MeasurementRead
+
+
+class TimeSeriesCreate(TimeSeriesBase):
+    # Only used for POST requests
+    """
+        What expects:
+        - Sensor
+        - Measurements list
+    """
+
+    measurements: list['Measurement']
+
+
+class TimeSeriesRead(TimeSeriesBase):
+    # Used for data visualization
+    """ What appears: 
+        - ID
+        - Sensor
+        - Created_at
+        - Measurements list
+    """
+    id: int
+    created_at: datetime
+    measurements: list['MeasurementRead']
diff --git a/signal-processing-api/app/services/timeseries_service.py b/signal-processing-api/app/services/timeseries_service.py
new file mode 100644
index 000000000..da11162f8
--- /dev/null
+++ b/signal-processing-api/app/services/timeseries_service.py
@@ -0,0 +1,144 @@
+from fastapi import Depends, HTTPException
+
+from sqlmodel import Session, select, func
+from sqlalchemy.orm import selectinload
+
+import pandas as pd
+
+from config.database import get_session
+
+from models.timeseries import TimeSeries
+from models.measurement import Measurement
+
+from schemas.timeseries_schema import TimeSeriesCreate
+from schemas.measurement_schema import MeasurementRead
+
+
+class TimeSeriesService:
+    """Time-series services"""
+    
+    def __init__(self, session: Session):
+        self.session = session
+
+    ### Reading Services ###
+
+    def read_all_timeseries(self):
+        """Retrieve all time-series registered, but 
+        without corresponding measurements"""
+        
+        query = select(TimeSeries)
+        results = self.session.exec(query).all()
+
+        return results
+
+    def read_timeseries(self, time_series_id: int):
+        """Time-series reading route.
+            Here we receive an series ID and retrieve the first match 
+            found in database with all registred measurements"""
+
+        timeseries = self.session.get(TimeSeries, time_series_id)
+
+        if timeseries:
+            measurements = timeseries.measurements
+            return timeseries
+        
+        raise HTTPException(status_code=404, detail='Time-series not found')
+
+    def read_full_timeseries(self):
+        """Retrieve all time-series with all measurements"""
+
+        query = select(TimeSeries).options(selectinload(TimeSeries.measurements))
+        all_timeseries = self.session.exec(query).all()
+
+        return all_timeseries
+
+    ### Creating Services ###
+
+    def create_timeseries(self, timeseries: TimeSeriesCreate):
+        """Time-series creating route.
+        Here we receive a request with sensor name and measurements raw data
+        to create a new time-series object in database with corresponding
+        measurements"""
+        
+        timeseries_validated = TimeSeries.model_validate(timeseries)
+
+        timeseries_validated.measurements = [Measurement.model_validate(m) for m in timeseries.measurements]
+
+        self.session.add(timeseries_validated)
+        self.session.commit()
+        self.session.refresh(timeseries_validated)
+
+        return timeseries_validated
+        
+
+    ### Deleting Services ###
+
+    def delete_timeseries(self, time_series_id: int):
+        """Delete times-eries data if exists,
+        delete all related measurements"""
+
+        query = select(TimeSeries).where(TimeSeries.id == time_series_id)
+        time_series = self.session.exec(query).one_or_none()
+
+        if not time_series:
+            return {'message': 'Time-series not found, please check if the ID is correct'}
+
+        self.session.delete(time_series)
+        self.session.commit()
+
+        return {'message': 'Time-series successfully deleted'}
+
+    # Time-series Metrics Services
+    def get_timeseries_metrics(self, time_series_id: int):
+        """Retrieve 3 metrics from an informed timeseries
+        Air humidity average, max air humidity, min air humidity
+        and standard deviation humidity"""
+
+        humidity = Measurement.air_humidity
+        related_timeseries_id = Measurement.timeseries_id
+        relation = related_timeseries_id == time_series_id
+
+        avg_query = select(func.avg(humidity)).where(relation)
+        max_query = select(func.max(humidity)).where(relation)
+        min_query = select(func.min(humidity)).where(relation)
+
+        avg_humidity = self.session.exec(avg_query).one()
+        max_humidity = self.session.exec(max_query).one()
+        min_humidity = self.session.exec(min_query).one()
+        
+
+        stddev_query = select(humidity).where(relation)
+        measurements = self.session.exec(stddev_query).all()
+        pandas_series = pd.Series(measurements)
+        
+        stddev = pandas_series.std()
+
+        metrics = {
+            'average_humidity': avg_humidity,
+            'max_humidity': max_humidity,
+            'min_humidity': min_humidity,
+            'stddev': stddev
+        }
+
+        if not all(metrics.values()):
+            raise HTTPException(404, detail='Time-series not found')
+
+        return metrics        
+
+    ### Metadata Services ###
+
+    def count_timeseries(self):
+        """Retrieve the number of all registered time-series"""
+
+        count_query = select(func.count()).select_from(TimeSeries)
+        time_series_number = self.session.exec(count_query).one()
+
+        return {'time_series_count': time_series_number}
+
+
+
+def get_timeseries_service(session: Session = Depends(get_session)) -> TimeSeriesService:
+    """Retrieve a TimeSeriesService Object with
+    a defined session"""
+
+    return TimeSeriesService(session)
\ No newline at end of file
diff --git a/signal-processing-api/compose.yml b/signal-processing-api/compose.yml
new file mode 100644
index 000000000..05e95ea38
--- /dev/null
+++ b/signal-processing-api/compose.yml
@@ -0,0 +1,37 @@
+services:
+
+  # Database set up
+  database:
+    container_name: Postgres
+    image: postgres:alpine
+    restart: on-failure
+    volumes:
+    - ./.pgdata:/var/lib/postgresql
+    environment:
+      POSTGRES_USER: signal_api
+      POSTGRES_PASSWORD: dynamox
+      POSTGRES_DB: signal
+    ports:
+    - 5432:5432
+    # Database health validation
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U signal_api -d signal"]
+      interval: 5s
+      timeout: 5s
+      retries: 10
+
+  # API set up
+  fastapi:
+    build: 
+      context: .
+      dockerfile: Dockerfile
+    container_name: fastapi_app
+    restart: always
+    ports:
+      - '80:80'
+    environment:
+      - DATABASE_URL=postgresql://signal_api:dynamox@database:5432/signal
+    depends_on:
+      # Starts API only if database is healthy
+      database:
+        condition: service_healthy
\ No newline at end of file
diff --git a/signal-processing-api/pyproject.toml b/signal-processing-api/pyproject.toml
new file mode 100644
index 000000000..320bc3903
--- /dev/null
+++ b/signal-processing-api/pyproject.toml
@@ -0,0 +1,21 @@
+[project]
+name = "signal-processor-api"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "fastapi[standard]>=0.136.1",
+    "pydantic>=2.13.4",
+    "pytest>=9.0.3",
+    "pytest-cov>=7.1.0",
+    "sqlalchemy>=2.0.49",
+    "sqlmodel>=0.0.38",
+    "psycopg2-binary",
+    "pandas>=3.0.3",
+]
+
+[tool.pytest.ini_options]
+pythonpath = [
+  "app"
+]
diff --git a/signal-processing-api/seed.sql b/signal-processing-api/seed.sql
new file mode 100644
index 000000000..9c70e359a
--- /dev/null
+++ b/signal-processing-api/seed.sql
@@ -0,0 +1,288 @@
+INSERT INTO timeseries (id, sensor, created_at) VALUES
+(1, 'SENS_3452', '2025-01-01T00:00:00'),
+(2, 'SENS_3452', '2025-01-02T00:00:00'),
+(3, 'SENS_3452', '2025-01-03T00:00:00'),
+(4, 'SENS_3452', '2025-01-04T00:00:00'),
+(5, 'SENS_3452', '2025-01-05T00:00:00'),
+(6, 'SENS_3452', '2025-01-06T00:00:00'),
+(7, 'SENS_3452', '2025-01-07T00:00:00'),
+(8, 'SENS_3452', '2025-01-08T00:00:00'),
+(9, 'SENS_3452', '2025-01-09T00:00:00'),
+(10, 'SENS_3452', '2025-01-10T00:00:00'),
+(11, 'SENS_3452', '2025-01-11T00:00:00'),
+(12, 'SENS_3452', '2025-01-12T00:00:00'),
+(13, 'SENS_3452', '2025-01-13T00:00:00'),
+(14, 'SENS_3452', '2025-01-14T00:00:00'),
+(15, 'SENS_3452', '2025-01-15T00:00:00'),
+(16, 'SENS_3452', '2025-01-16T00:00:00'),
+(17, 'SENS_3452', '2025-01-17T00:00:00'),
+(18, 'SENS_3452', '2025-01-18T00:00:00'),
+(19, 'SENS_3452', '2025-01-19T00:00:00'),
+(20, 'SENS_3452', '2025-01-20T00:00:00'),
+(21, 'SENS_3452', '2025-01-21T00:00:00');
+
+INSERT INTO measurement (timeseries_id, timestamp, air_humidity) VALUES
+(1, '2025-01-01T00:00:00', 78),
+(1, '2025-01-01T01:00:00', 78),
+(1, '2025-01-01T02:00:00', 79),
+(1, '2025-01-01T03:00:00', 85),
+(1, '2025-01-01T04:00:00', 84),
+(1, '2025-01-01T05:00:00', 83),
+(1, '2025-01-01T06:00:00', 82),
+(1, '2025-01-01T07:00:00', 84),
+(1, '2025-01-01T08:00:00', 85),
+(1, '2025-01-01T09:00:00', 87),
+(1, '2025-01-01T10:00:00', 84),
+(1, '2025-01-01T11:00:00', 79),
+
+(2, '2025-01-02T00:00:00', 76),
+(2, '2025-01-02T01:00:00', 81),
+(2, '2025-01-02T02:00:00', 87),
+(2, '2025-01-02T03:00:00', 87),
+(2, '2025-01-02T04:00:00', 90),
+(2, '2025-01-02T05:00:00', 89),
+(2, '2025-01-02T06:00:00', 88),
+(2, '2025-01-02T07:00:00', 88),
+(2, '2025-01-02T08:00:00', 86),
+(2, '2025-01-02T09:00:00', 88),
+(2, '2025-01-02T10:00:00', 79),
+(2, '2025-01-02T11:00:00', 78),
+
+(3, '2025-01-03T00:00:00', 84),
+(3, '2025-01-03T01:00:00', 84),
+(3, '2025-01-03T02:00:00', 87),
+(3, '2025-01-03T03:00:00', 88),
+(3, '2025-01-03T04:00:00', 88),
+(3, '2025-01-03T05:00:00', 90),
+(3, '2025-01-03T06:00:00', 90),
+(3, '2025-01-03T07:00:00', 89),
+(3, '2025-01-03T08:00:00', 89),
+(3, '2025-01-03T09:00:00', 90),
+(3, '2025-01-03T10:00:00', 77),
+(3, '2025-01-03T11:00:00', 74),
+
+(4, '2025-01-04T00:00:00', 80),
+(4, '2025-01-04T01:00:00', 78),
+(4, '2025-01-04T02:00:00', 76),
+(4, '2025-01-04T03:00:00', 75),
+(4, '2025-01-04T04:00:00', 75),
+(4, '2025-01-04T05:00:00', 77),
+(4, '2025-01-04T06:00:00', 77),
+(4, '2025-01-04T07:00:00', 78),
+(4, '2025-01-04T08:00:00', 79),
+(4, '2025-01-04T09:00:00', 80),
+(4, '2025-01-04T10:00:00', 74),
+(4, '2025-01-04T11:00:00', 71),
+
+(5, '2025-01-05T00:00:00', 76),
+(5, '2025-01-05T01:00:00', 73),
+(5, '2025-01-05T02:00:00', 73),
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+(5, '2025-01-05T04:00:00', 74),
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+(5, '2025-01-05T06:00:00', 83),
+(5, '2025-01-05T07:00:00', 85),
+(5, '2025-01-05T08:00:00', 87),
+(5, '2025-01-05T09:00:00', 86),
+(5, '2025-01-05T10:00:00', 77),
+(5, '2025-01-05T11:00:00', 66),
+
+(6, '2025-01-06T00:00:00', 79),
+(6, '2025-01-06T01:00:00', 81),
+(6, '2025-01-06T02:00:00', 79),
+(6, '2025-01-06T03:00:00', 81),
+(6, '2025-01-06T04:00:00', 83),
+(6, '2025-01-06T05:00:00', 82),
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+(6, '2025-01-06T07:00:00', 83),
+(6, '2025-01-06T08:00:00', 83),
+(6, '2025-01-06T09:00:00', 83),
+(6, '2025-01-06T10:00:00', 81),
+(6, '2025-01-06T11:00:00', 69),
+
+(7, '2025-01-07T00:00:00', 73),
+(7, '2025-01-07T01:00:00', 71),
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+(7, '2025-01-07T09:00:00', 81),
+(7, '2025-01-07T10:00:00', 73),
+(7, '2025-01-07T11:00:00', 67),
+
+(8, '2025-01-08T00:00:00', 68),
+(8, '2025-01-08T01:00:00', 71),
+(8, '2025-01-08T02:00:00', 72),
+(8, '2025-01-08T03:00:00', 73),
+(8, '2025-01-08T04:00:00', 74),
+(8, '2025-01-08T05:00:00', 76),
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+(8, '2025-01-08T07:00:00', 78),
+(8, '2025-01-08T09:00:00', 80),
+(8, '2025-01-08T10:00:00', 73),
+(8, '2025-01-08T11:00:00', 74),
+
+(9, '2025-01-09T00:00:00', 84),
+(9, '2025-01-09T01:00:00', 87),
+(9, '2025-01-09T02:00:00', 81),
+(9, '2025-01-09T03:00:00', 80),
+(9, '2025-01-09T04:00:00', 83),
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+(9, '2025-01-09T08:00:00', 90),
+(9, '2025-01-09T09:00:00', 90),
+(9, '2025-01-09T10:00:00', 88),
+(9, '2025-01-09T11:00:00', 78),
+
+(10, '2025-01-10T00:00:00', 62),
+(10, '2025-01-10T01:00:00', 62),
+(10, '2025-01-10T02:00:00', 78),
+(10, '2025-01-10T03:00:00', 80),
+(10, '2025-01-10T04:00:00', 80),
+(10, '2025-01-10T05:00:00', 81),
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+(10, '2025-01-10T07:00:00', 82),
+(10, '2025-01-10T08:00:00', 82),
+(10, '2025-01-10T09:00:00', 83),
+(10, '2025-01-10T10:00:00', 78),
+(10, '2025-01-10T11:00:00', 68),
+
+(11, '2025-01-11T00:00:00', 61),
+(11, '2025-01-11T01:00:00', 71),
+(11, '2025-01-11T02:00:00', 74),
+(11, '2025-01-11T03:00:00', 77),
+(11, '2025-01-11T04:00:00', 79),
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+(11, '2025-01-11T07:00:00', 85),
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+(11, '2025-01-11T09:00:00', 86),
+(11, '2025-01-11T10:00:00', 88),
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+
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+(13, '2025-01-13T10:00:00', 90),
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+
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+(14, '2025-01-14T10:00:00', 77),
+(14, '2025-01-14T11:00:00', 67),
+
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+(15, '2025-01-15T10:00:00', 89),
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+
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+(16, '2025-01-16T11:00:00', 91),
+
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diff --git a/signal-processing-api/tests/README.md b/signal-processing-api/tests/README.md
new file mode 100644
index 000000000..1fa011d5b
--- /dev/null
+++ b/signal-processing-api/tests/README.md
@@ -0,0 +1,54 @@
+# Running tests
+
+Run the follow command in your terminal:
+
+```bash
+> uv run pytest -v --cov
+
+or
+
+> pytest -v --cov
+```
+
+If you want to see the tests coverage, run:
+
+```bash
+> uv run coverage html
+
+or
+
+> pytest --cov=my_project --cov-report html
+
+```
+---
+
+# About the tests
+
+We have two groups of tests:
+- Routes tests (*tests/_test_api.py*)
+- Latency tests (*tests/test_latency.py*)
+
+## Routes tests
+
+- CREATING ROUTES
+  1. test_create_timeseries_route : Here we check if the user can add a time-series with its measurements
+  2. test_fail_creating_route : Here the user tries to add a time-series, but he can't because the created_at attribute is in wrong format
+   
+- READING ROUTES
+  1. test_count_timeseries_route : checks if the it returns the number of time-series registered
+  2. test_metrics_route : check if it returns the metrics about a determined time-series
+  3. test_non_existent_timeseries_metrics : tries retrieve metrics about a time-series that not exists
+  4. test_read_timeseries : the user tries to read a registered time-series
+  5. test_cannot_read_timeseries : the user tries to read a time-series that is not registered
+  6. test_read_all_timeseries : tries to retrieve a list of all time-series, but not showing the measurements, check the response data type
+  7. test_read_full_timeseries : tries to retrieve a list of all time-series showing all related measurements and validate the response data type
+  8. test_non_existent_full_timeseries : tries to retrieve a list of all time-series with measurements, but there's no time-series registered
+
+
+- DELETING ROUTES
+  1. test_failed_delete_timeseries : tries to delete a time-series that does not exists, checks the response
+  2. test_delete_timeseries : tries to delete a existent time-series and checks the response
+
+## Latency tests
+
+The latency tests checks the response time for all routes, trying to be below 350ms per request
\ No newline at end of file
diff --git a/signal-processing-api/tests/__init__.py b/signal-processing-api/tests/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/signal-processing-api/tests/conftest.py b/signal-processing-api/tests/conftest.py
new file mode 100644
index 000000000..e29e7a989
--- /dev/null
+++ b/signal-processing-api/tests/conftest.py
@@ -0,0 +1,60 @@
+import os
+import pytest
+from sqlmodel import SQLModel, create_engine, Session
+from fastapi.testclient import TestClient
+
+# Forcing database URL to SQLite before api import
+# otherwise runs PostgreSQL
+TEST_DATABASE_URL = "sqlite:///tests/test.db"
+os.environ["DATABASE_URL"] = TEST_DATABASE_URL
+
+from app.main import app
+from app.config.database import get_session
+
+engine = create_engine(TEST_DATABASE_URL, connect_args={"check_same_thread": False})
+
+@pytest.fixture(name='session', autouse=True)
+def session_fixture():
+    """Fixture that defines """
+    SQLModel.metadata.create_all(engine)
+
+    with Session(engine) as session:
+        yield session
+
+
+@pytest.fixture(name='client')
+def client_fixture(session: Session):
+    """Testclient fixture, overrides for a while api settings,
+        in the end, clear all changes"""
+
+    def get_session_override():
+        yield session
+
+    app.dependency_overrides[get_session] = get_session_override
+
+    with TestClient(app) as client:
+        yield client
+
+    app.dependency_overrides.clear()
+
+@pytest.fixture()
+def sample_data():
+    """Sample data to insert"""
+
+    return {
+            "sensor": "SENS_3452",
+            "created_at": "2025-01-01T00:00:00",
+            "id":1,
+            "measurements": [
+                    { "timestamp": "2025-01-01T00:00:00","air_humidity": 78},
+                    { "timestamp": "2025-01-01T01:00:00","air_humidity": 78},
+                    { "timestamp": "2025-01-01T02:00:00","air_humidity": 79},
+                    { "timestamp": "2025-01-01T03:00:00","air_humidity": 85},
+                    { "timestamp": "2025-01-01T04:00:00","air_humidity": 84},
+                    { "timestamp": "2025-01-01T05:00:00","air_humidity": 83},
+                    { "timestamp": "2025-01-01T06:00:00","air_humidity": 82},
+                    { "timestamp": "2025-01-01T07:00:00","air_humidity": 84},
+                    { "timestamp": "2025-01-01T08:00:00","air_humidity": 85},
+                    { "timestamp": "2025-01-01T09:00:00","air_humidity": 87}
+                ]
+            }
\ No newline at end of file
diff --git a/signal-processing-api/tests/test_api.py b/signal-processing-api/tests/test_api.py
new file mode 100644
index 000000000..291fae0ca
--- /dev/null
+++ b/signal-processing-api/tests/test_api.py
@@ -0,0 +1,169 @@
+from datetime import datetime
+
+from fastapi.testclient import TestClient
+
+from main import app
+
+
+class TestAPI:
+    """Main Testing Class, which tests all routes"""
+
+    def valid_date_format(self, datetime_string, date_format = '%Y-%m-%dT%H:%M:%S'):
+        """Util function that checks if date format is ISO8601"""
+
+        try:
+            datetime.strptime(datetime_string, date_format)
+            return True
+        except ValueError:
+            return False
+
+    def test_main_route(self, client: TestClient):
+        """Tests if API is running"""
+
+        response = client.get('/')
+
+        assert response.status_code == 200
+        assert response.json() == {
+                                'message': 'Welcome to Signal Processor API',
+                                'api_docs': 'http://127.0.0.1:80/docs'
+                            }
+
+    def test_create_timeseries_route(self, client: TestClient, sample_data):
+        """Tries to create a new time-series"""
+
+        data = sample_data
+        response = client.post('/series/', json=data)
+        assert response.status_code == 200
+
+    def test_count_timeseries_route(self, client: TestClient):
+        """Checks if the number of time-series stored is correct"""
+
+        response = client.get('/series/count/')
+
+        assert response.status_code == 200
+        assert response.json() == {'time_series_count': 1}
+
+    def test_fail_creating_route(self, client: TestClient):
+        """Tries to create a time-series with an unprocessable data"""
+
+        unprocessable_data = {
+                            "sensor": "SENS_3452",
+                            "created_at": "2025-01-01:00:00",
+                            "measurements": [
+                                    { "timestamp": "2025-01-01T00:00:00","air_humidity": 78},
+                                    { "timestamp": "2025-01-01T11:00:00", "air_humidity": 79}
+                                ]
+                            }
+        
+        response = client.post('/series/', json=unprocessable_data)
+
+        assert response.status_code == 422
+
+
+    def test_metrics_route(self, client: TestClient):
+        """Checks if the metrics is corrects"""
+
+        response = client.get('/series/metrics/1')
+
+        assert response.status_code == 200
+        assert response.json() == {
+                                    "average_humidity": 82.5,
+                                    "max_humidity": 87,
+                                    "min_humidity": 78,
+                                    "stddev": 3.1710495984067415
+                                }
+
+
+    def test_non_existent_timeseries_metrics(self, client: TestClient):
+        """Tries to retrieve metrics from a non existent time-series"""
+
+        response = client.get('/series/metrics/190')
+
+        assert response.status_code == 404
+        assert response.json() == {'detail': 'Time-series not found'}
+
+
+    def test_read_timeseries(self, client: TestClient, sample_data):
+        """Checks if the first time-series record is correct"""
+
+        response = client.get('/series/1')
+
+        assert response.status_code == 200
+        assert response.json() == sample_data
+
+
+    def test_cannot_read_timeseries(self, client: TestClient):
+        """Tries to read a non existent time-series"""
+
+        response = client.get('/series/324')
+
+        assert response.status_code == 404
+        assert response.json() == {'detail': 'Time-series not found'}
+
+
+    def test_read_all_timeseries(self, client: TestClient):
+        """Tries to read all time-series stored
+            Check if the route returns a list of records and
+            if data format is expected"""
+
+        response = client.get('/series/')
+
+        data = response.json()
+
+        assert response.status_code == 200
+
+        assert isinstance(data, list)
+        assert isinstance(data[0]['sensor'], str)
+        assert self.valid_date_format(data[0]['created_at'])
+        assert isinstance(data[0]['id'], int)
+
+
+    def test_failed_delete_timeseries(self, client: TestClient):
+        """Checks if request fails trying to delete a non-existent time-series"""
+
+        response = client.delete('/series/999')
+
+        assert response.status_code == 200
+        assert response.json() == {'message': 'Time-series not found, please check if the ID is correct'}
+
+
+    def test_read_full_timeseries(self, client: TestClient):
+        """Checks if it returns a list of all time-series and 
+            if the data type is correct"""
+
+        response = client.get('/series/full_series/')
+
+        data = response.json()
+
+        assert response.status_code == 200
+
+        assert isinstance(data, list)
+        assert isinstance(data[0]['sensor'], str)
+        assert self.valid_date_format(data[0]['created_at'])
+        assert isinstance(data[0]['id'], int)
+
+        assert isinstance(data[0]['measurements'], list)
+
+        first_timestamp = data[0]['measurements'][0]['timestamp']
+        first_air_humidity = data[0]['measurements'][0]['air_humidity']
+
+        assert self.valid_date_format(first_timestamp)
+        assert isinstance(first_air_humidity, (int, float))
+
+
+    def test_delete_timeseries(self, client: TestClient):
+        """Checks if can delete a existent time-series"""
+
+        response = client.delete('/series/1')
+
+        assert response.status_code == 200
+        assert response.json() == {"message": "Time-series successfully deleted"}
+
+
+    def test_non_existent_full_timeseries(self, client: TestClient):
+        """Checks if the database is empty, if it returns an empty list"""
+
+        response = client.get('/series/full_series/')
+
+        assert response.status_code == 200
+        assert response.json() == []
\ No newline at end of file
diff --git a/signal-processing-api/tests/test_latency.py b/signal-processing-api/tests/test_latency.py
new file mode 100644
index 000000000..f3f61b249
--- /dev/null
+++ b/signal-processing-api/tests/test_latency.py
@@ -0,0 +1,120 @@
+import time
+
+from fastapi.testclient import TestClient
+
+from main import app
+
+
+class TestLatency:
+    """Latency Testing Class, which tests the latency of all routes"""
+
+    def test_latency_main(self, client: TestClient):
+        """Main root latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+    def test_latency_create_timeseries(self, client: TestClient, sample_data):
+        """Creating timeseries latency test"""
+
+        start_time = time.time()
+
+        data = sample_data        
+        response = client.post('/series/', json=data)
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+
+    def test_latency_count_series(self, client: TestClient):
+        """Count timeseries latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/series/count/')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+
+    def test_latency_metrics(self, client: TestClient):
+        """Metrics latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/series/metrics/1')
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+
+    def test_latency_read_timeseries(self, client: TestClient):
+        """Reading first timeseries record latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/series/1')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+
+    def test_latency_read_all_timeseries(self, client: TestClient):
+        """Reading all timeseries records latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/series/')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+
+
+    def test_latency_read_full_timeseries(self, client: TestClient):
+        """Reading a list of all time-series and its measurements
+            latency test"""
+
+        start_time = time.time()
+
+        response = client.get('/series/full_series/')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
+        
+
+    def test_latency_delete_timeseries(self, client: TestClient):
+        """Deleting time-series latency test"""
+
+        start_time = time.time()
+
+        response = client.delete('/series/1')
+
+        finish_time = time.time()
+        response_time = finish_time - start_time
+
+        assert response.status_code == 200
+        assert response_time < 0.35
\ No newline at end of file
diff --git a/signal-processing-api/uv.lock b/signal-processing-api/uv.lock
new file mode 100644
index 000000000..fed003349
--- /dev/null
+++ b/signal-processing-api/uv.lock
@@ -0,0 +1,1229 @@
+version = 1
+revision = 3
+requires-python = ">=3.13"
+resolution-markers = [
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version < '3.14' and sys_platform == 'emscripten'",
+    "python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
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