Projects
From data pipelines to local AI and web applications. Here is what I have been building, exploring and learning.
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Completed
Bachelor thesis · PCA covariance forecasting
A reproducible Python pipeline from market data to forecasting and evaluation. I investigate how much a single PCA indicator can predict.
pythonpandasnumpypcaExplore project -
Active
Local Voice Agent
A local voice assistant in Python. I connect speech recognition, an LLM and speech synthesis, working on streaming, natural interruptions and initial tool calls.
pythonollamafaster-whisperqwen3-ttsExplore project -
Active
Sigmoid Spline Experiment
A PyTorch experiment on vanishing gradients. I compare a spline-modified sigmoid with ReLU and sigmoid, exploring what happens when deep networks learn.
pythonpytorchdeep-learningactivation-functionExplore project -
Active
Tetris
This project is an experiment with OpenAI's coding agent (Codex). I wanted to see how well AI can actually code, so I built a modern web version of Tetris together with the agent.
typescriptreactviteweb-audioExplore project