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ffenix7/README.md

👋 Hi, I'm Filip Gębala

I'm a student and enthusiast of AI, living in Kraków, Poland. Currently, I am working as a Machine Learning Intern at DialoAI.

🎯 Current Goals & Projects

🔬 Current Research

  • Fine-tuning models for specialized tasks using Parameter-Efficient techniques (PEFT).
  • 4D world model enabling coherent multi-view predictions and on-the-fly adaptation.

💡 Featured Projects

  • HypeLoRA: A Parameter-Efficient technique for Encoder Transformer calibration. Accepted into PP-RAI conference.
  • ByteTorch: A lightweight deep learning framework inspired by PyTorch, featuring a minimal autograd engine.

🧠 AI Focus Areas

  • Automatic Speech Recognition
  • Natural Language Processing
  • Model optimization and error analysis
  • Computer Vision (segmentation, object detection)

🎓 Study groups

  • AI Olympiad Club at Jagiellonian University - projects and research with top polish scientists
  • MIKO (community of top AI Olympiad laureates)

🏆 Awards & Achievements

  • Motorola Science Cup 2025 - 2nd place (programming stage)
  • HackArena 3.0 - 8th place
  • Ensemble Hackathon 2025 - 8th place
  • Ensemble Hackathon 2026 - 11th place

🎓 Education

  • Technical School of Communications in Cracow - the best technical school in Poland

📬 Contact

⭐️ "Per aspera ad astra"

Pinned Loading

  1. btrojan-official/HypeLoRA btrojan-official/HypeLoRA Public

    HypeLoRA: Hypernetwork-Generated LoRA Adapters for Calibrated Language Model Fine-Tuning

    Python 12

  2. ByteTorch ByteTorch Public

    ByteTorch is a lightweight deep learning framework inspired by PyTorch, featuring a minimal autograd engine

    Jupyter Notebook

  3. Kminek2/HotdogsRun Kminek2/HotdogsRun Public

    C++ 4