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jane-kirina/README.md

Hi!

👀 About me

  • 💻 Computer Vision / ML Engineer focused on building end-to-end machine learning systems — from data preparation and modeling to evaluation, APIs, and deployable demos
  • 🎯 Open to junior and internship opportunities in Machine Learning, Computer Vision, and Applied AI

What I work on

  • Real-time computer vision systems
  • Detection, tracking, and face recognition pipelines
  • Applied machine learning for structured and visual data
  • ML projects with clear evaluation, reproducibility, and practical use cases

📂 Projects

Real-Time Face Recognition

  • FastAPI-based face recognition system with real-time detection, tracking, unknown-face handling, event logging, and Dockerized setup
  • Tech: Python, FastAPI, OpenCV, FAISS, Docker
  • Repository

People Detection Pipeline

  • End-to-end people detection workflow including annotation cleanup, preprocessing, and dataset preparation for model training
  • Tech: Python, OpenCV, YOLO
  • Repository

Bank Term Deposit Prediction

  • End-to-end tabular ML project with EDA, preprocessing, model comparison, threshold tuning, and error analysis.
  • Tech: Python, Pandas, Scikit-learn, SHAP
  • Repository

🛠️ Tech Stack

  • 📝 Languages: Python (primary), Java (software development background)
  • 📊 ML/Data: Pandas, NumPy, Polars, Scikit-learn, SciPy
  • 🤖 Deep Learning: PyTorch, TensorFlow
  • 👁️ Computer Vision: OpenCV, YOLO, MediaPipe
  • 🧮 Databases: MySQL, PostgreSQL
  • ⚙️ Tools: Git, Docker, Linux

Contact

Pinned Loading

  1. real_time_face_recognition real_time_face_recognition Public

    Embedding-Based Face Recognition Service

    Python 1

  2. people_detection_pipeline people_detection_pipeline Public

    End-to-end person detection pipeline: dataset analysis, preprocessing, and model-ready data preparation

    Python 1

  3. retro_game_rotoscope_filter retro_game_rotoscope_filter Public

    Computer Vision project that transforms real human video into retro game-style animation using human segmentation, pose estimation, and stylized rendering (pixel art / vector outlines)

    Python 1

  4. bank_term_deposit_prediction bank_term_deposit_prediction Public

    Jupyter Notebook