👋 Hi, I'm Filip Gębala

I'm a student and enthusiast of AI, living in Kraków, Poland. Currently, most of my focus is directed towards publishing my first AI paper.

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🎯 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

• ByteTorch: A lightweight deep learning framework inspired by PyTorch, featuring a minimal autograd engine.

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🧠 AI Focus Areas

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

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🎓 Study groups

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

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🏆 Awards & Achievements

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

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🎓 Education

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

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📬 Contact

• 📧 fgebalaofficial@gmail.com
• 🌐 LinkedIn Profile

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⭐️ "Per aspera ad astra"