CS student · Python · ML & agentic AI · computer vision
- Bialystok / Warsaw
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digit-recognition-CNN-from-scratch
digit-recognition-CNN-from-scratch PublicConvolutional neural network written from scratch in NumPy (im2col convolution, hand-written backprop). Compared against TensorFlow/Keras, with a desktop app for drawing digits.
Jupyter Notebook
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deckbuilder-ai-arena
deckbuilder-ai-arena Public2D deckbuilder where you duel 5 AI automatons, from rule-based to ISMCTS and RL. Python engine + C# client over gRPC
Python
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esp32c6-zigbee-light-controller
esp32c6-zigbee-light-controller PublicClap- and web-controlled Zigbee light switch. ESP32-C6 runs a Zigbee coordinator with I2S clap detection, ESP8266 hosts the web UI, and the two boards talk over UART.
C++
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