Major personal open source projects in machine learning, computer vision and embedded
hardware — mostly built from scratch.
- Polish Punctuation Restorer
-
Restores missing commas and periods in Polish text. Every gradient derived by hand, no ML frameworks.
MATLAB
- Traffic Light Detection
-
Real-time traffic light detection from video.
MATLAB
- Vehicles Counter
-
Real-time vehicle counter built on neural networks.
MATLAB
- ML Login
-
Proof of concept: hardening the sign-in process by learning behavioural features such as typing rhythm.
Java
Spring Cloud
- Car Price Prediction
-
Regression model estimating a fair price for a used car.
Jupyter Notebook
- Water Controller
-
DIY home anti-flood system: ESP32, hall-effect flow sensor and a motorised shut-off valve.
C
ESP32
Everything else: github.com/tomekceszke