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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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Z4phxr/README.md

Hi, I'm Kinga

I work across the full stack, but my real passion lies in Machine Learning and AI, particularly in finding practical, meaningful ways to apply them. I love working with data and crafting solutions that tackle real-world problems with simplicity and purpose.

Cool side projects:

  • Brainstack - Learning platform for creating courses and study materials, with flashcards and structured learning content.

  • Rivio - Habit tracker web app for daily routine and self-improvement.

  • Real Estate Price Predictor - ML model predicting apartment prices in Poland, visualized on an interactive map.

Languages

Python Java C C++ C# JavaScript SQL

Machine Learning / AI

NumPy Pandas Scikit-learn TensorFlow PyTorch OpenCV Matplotlib Seaborn

Frameworks & Tools

React Django Flask Docker Git

Pinned Loading

  1. RealEstatePricePredictor RealEstatePricePredictor Public

    Full-stack apartment price prediction app for Poland using CatBoost, FastAPI, React, and geospatial POI features from OpenStreetMap/Overpass.

    Jupyter Notebook 1

  2. Emotion-Detection-with-DeepFace-in-Images-and-Videos Emotion-Detection-with-DeepFace-in-Images-and-Videos Public

    Emotion detection in images and videos using DeepFace with MTCNN face detection, supporting batch image processing and efficient video analysis with frame skipping

    Jupyter Notebook

  3. Dijkstra-Image-Graph-Pathfinding Dijkstra-Image-Graph-Pathfinding Public

    Detects the shortest path in a graph embedded in an image using Dijkstra’s algorithm and highlights the path directly on the image.

    Jupyter Notebook

  4. BrainStack BrainStack Public

    Next.js 15 LMS with Payload CMS 3 and Prisma - modular, block-based lessons, adaptive recommendations, and Anki-style spaced repetition for better retention.

    TypeScript

  5. RivioHabbitTracker RivioHabbitTracker Public

    Django REST API with integrated web app for habit, mood & sleep tracking. Production-ready auth, PostgreSQL, Docker & Railway deployment.

    Python

  6. EventFlow EventFlow Public

    Microservices event management platform with Spring Boot backend, React frontend, RabbitMQ messaging, real-time notifications, email invitations, and Docker deployment

    JavaScript