Without rambling, I like building all AI type shit from the ground up.
Incoming CS freshman @ Warsaw University of Technology.

Three projects I find the coolest

• GradCraft: 12,000 lines of C++/CUDA. A custom deep learning framework with a lazily-evaluated autograd engine, fused kernels (95x speedup on RMSNorm, 108x on Softmax Cross-Entropy), and custom memory pools. Trained a 180M parameter GPT at home on a 3090.
• NumPy Audio Denoiser: A speech enhancement LSTM built entirely in raw NumPy. Hand-wrote the BPTT and STFT/ISTFT math.
• Lyme CV Pipeline: A 3-stage TensorFlow vision pipeline for Lyme disease detection using multi-backbone feature ensembling.
• ... and many more but this README.md is not my CV or a spreadsheet for all projects ever.

🔗 📄 Read my 1-page CV here

X (Twitter) | Email