Projects¶

Meta-Learning Research System In Progress

M.Sc. thesis — extracts structured metadata from AI/ML papers and recommends optimal model configurations. QLoRA fine-tuning, active learning, multi-LLM annotation.

FastAPI Celery PostgreSQL Qdrant MLflow Docker

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Depth Estimation Paper

Compact monocular depth estimation and synthetic stereo for improved stereo matching. Scientific paper in progress.

PyTorch CUDA Computer Vision

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Bitcoin Price Prediction Completed

NLP-driven prediction combining sentiment analysis on news headlines with financial indicators. Benchmarked 18 ML models + CNN/LSTM architectures.

Python TensorFlow scikit-learn XGBoost NLTK

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RL Board Game Agent Completed

Deep Q-learning agent for a 7×7 board game with experience replay, configurable network, and PvP/AI modes.

Python Keras PyQt5

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Parallel Fractal Renderer Completed

Mandelbrot/Julia renderer comparing three parallelization paradigms: OpenMP (CPU), CUDA (GPU), MPI (distributed).

C/C++ Python PyQt5 CUDA OpenMP MPI

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