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gaathapatel07/README.md

Gaatha Patel

Computer Science Engineer | Data Analytics | Data Science | Machine Learning

Passionate about transforming data into actionable insights, building intelligent systems, and developing analytical solutions that create measurable impact.


About Me

  • Final-Year B.Tech Computer Science student at NMIMS MPSTME
  • Interested in Data Analytics, Data Science, Machine Learning, and Business Intelligence
  • Building data-driven solutions that combine analytics, visualization, predictive modeling, and machine learning
  • Experienced in working with structured and unstructured data to extract meaningful insights and support decision-making
  • Exploring the intersection of technology, consumer behavior, and artificial intelligence through real-world projects
  • Continuously strengthening problem-solving, statistical analysis, programming, and analytical thinking skills
  • Passionate about leveraging data to understand patterns, optimize processes, improve user experiences, and drive business growth

Technical Skills

Programming Languages

  • Python
  • SQL
  • C++

Data Analytics & Visualization

  • Pandas
  • NumPy
  • Matplotlib
  • Seaborn
  • Plotly
  • Power BI
  • Microsoft Excel
  • Data Visualization
  • Exploratory Data Analysis (EDA)
  • Statistical Analysis

Machine Learning

  • Scikit-learn
  • Predictive Modeling
  • Classification
  • Regression
  • Feature Engineering
  • Model Evaluation
  • Model Interpretation

Databases

  • MySQL
  • PostgreSQL

Tools & Technologies

  • Git
  • GitHub
  • VS Code
  • Jupyter Notebook


Featured Projects

HumanLoop

Consumer Manipulation Intelligence Platform that analyzes digital engagement patterns, detects dark patterns, measures behavioral influence, and generates actionable consumer insights using Data Analytics, Machine Learning, and NLP.

Customer Lifeline

Customer Churn Prediction & Retention Analytics Platform focused on identifying at-risk customers, uncovering churn drivers, and generating data-driven retention strategies through predictive analytics.

ShopifyIQ

E-Commerce Business Intelligence Platform designed to analyze sales performance, customer behavior, inventory trends, and key business metrics through interactive dashboards and analytics.

FraudLens

Predictive Transaction Risk Analysis platform leveraging machine learning models to detect fraudulent transactions, assess risk, and identify suspicious behavioral patterns.

Hooked

Behavioral Analytics & Engagement Intelligence project exploring user retention, content consumption behavior, engagement patterns, and attention-driven digital experiences.


Current Focus

  • Data Analytics & Business Intelligence
  • Machine Learning Fundamentals
  • Predictive Analytics
  • Exploratory Data Analysis (EDA)
  • Consumer & Behavioral Analytics
  • Dashboard Development & Data Visualization
  • Building End-to-End Analytics Projects
  • Strengthening SQL, Statistics, and Problem-Solving Skills

Areas of Interest

  • Data Analytics
  • Data Science
  • Machine Learning
  • Consumer Behavior Analytics
  • Business Intelligence
  • Product Analytics
  • Artificial Intelligence
  • Decision Intelligence

Connect with Me

LinkedIn: www.linkedin.com/in/gaatha-patel-938597296

Email: gaathapatel2005@gmail.com

Popular repositories Loading

  1. gaathapatel07 gaathapatel07 Public

  2. Hooked_The_Science_Behind_Infinite_Scrolling Hooked_The_Science_Behind_Infinite_Scrolling Public

    A behavioral analytics study exploring how streaming platforms engineer infinite scrolling and attention capture.

    Jupyter Notebook

  3. shopifyiq-saas shopifyiq-saas Public

    AI-powered Shopify analytics dashboard project

    TypeScript 1

  4. Py2JS-Transpiler Py2JS-Transpiler Public

    Py2JS Transpiler is a Python-to-JavaScript transpiler that converts Python source code into equivalent JavaScript code. It parses Python syntax, maps language constructs, and generates readable Jav…

    HTML

  5. qr-code-generator qr-code-generator Public

    A fast and responsive QR Code Generator with a clean user interface built using vanilla JavaScript.

    CSS

  6. Mood-Based-Study-Music-Recommender Mood-Based-Study-Music-Recommender Public

    An AI-powered music recommendation system that suggests study playlists based on mood, task type, and energy level.

    Python