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feuerstrahll/README.md

Hi, I'm Anastasiia 👋

- 🔭 I’m currently exploring sustainable real-world applications of AI - 🌱 I’m learning Deep Learning, Recommender Systems, and Applied Machine Learning - 📫 Reach me on Telegram: @feuerstrahl

🛠️ Tech Stack

Python
Python 		PyTorch
PyTorch 		Hugging Face
Hugging Face 		scikit-learn
scikit-learn 		Jupyter
Jupyter 		TensorBoard
TensorBoard 		Git
Git 		Docker
Docker 		Linux
Linux
---

📌 Projects

  • 🩻 Medical Computer Vision — CNN classification & detection
  • 🧠 Mental Health App — PyTorch + FastAPI backend
  • 🙂 Emotion Recognition — CNN vs. Transformer benchmarking
  • 🎬 Recommendation System — Hybrid filtering
  • 💬 RAG Telegram Bot — LLM + semantic search
  • 🗂️ OMNI Protocol Planner — Healthcare backend

📫 Telegram: @feuerstrahl

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  1. feuerstrahll feuerstrahll Public

  2. recommendation-system-movies recommendation-system-movies Public

    Movie recommender exploring content-based, collaborative (LightFM), and hybrid filtering on TMDB + MovieLens — with PostgreSQL/SQLite ETL and offline evaluation

    Python 1 1

  3. contextual-lexical-graph contextual-lexical-graph Public

    A Contextual Lexical Knowledge Graph and Adaptive Practice System. Models word-sense substitutability, grammar frames, and register shifts using WordNet + spaCy. Features a deterministic "Why Not?"…

    Python

  4. mental_health_app mental_health_app Public

    Mental Health Companion — пилотное приложение-спутник (чат-бот + дневник настроения) для поддержки психоэмоционального состояния

    Dart

  5. OMNI-be-protocol-planner OMNI-be-protocol-planner Public

    An MVP assistant for planning bioequivalence (BE) studies

    Python