I'm a Research Engineer working at MI2 and a Data Science MSc student at Warsaw University of Technology.
Passionate about deep learning, generative models, data science and overall software development.
I work on various projects involving Python, R, Rust and more.
- 📊 SerolyzeR An R package for automated serological data analysis.
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🐱 CatsDiffusion Training generative diffusion models for 64x64 cat images.
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🔬 Parsimonious Project regarding profit maximization under constrained number of features. AML project 2.
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💾 DataCompression Evaluation of modern image compression methods (ex. AVIF, HEIF) using perceptual metrics (ex. LPIPS).
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🔬 LogRegCCD Experimenting with Cyclic Coordiant Descent for Logistic Regression. AML project 1.
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✈️ SafeFlight-BigData Big Data project involing aviation delay data gathering. -
🧠 RL-DonkeyKong Case study project: Deep Reinforcement Learning Agent beating Donkey Kong.
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🤖 MIO Methods of Artificial Intelegence projects: Kohonen networks, Feed Forward neural networks and Evolutionary algorithms everything from scratch.
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📡 PlanPodboju5G Applications of Markov Chains project for optimal network expansion strategy.
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🖋️ tex-fmt A lightning-fast LaTeX formatter written in Rust.
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🔄 gips Gaussian model Invariant by Permutation Symmetry (R package).