Projects
AI development and experimentation — Neural networks and learning algorithms built from scratch in Python: a self-adjusting dictionary, an AI-based password generator, a CNN-based malware classifier, and parallel AI voice cloning.
Blockchain and cryptocurrency research — State-owned blockchain platforms, a Bitcoin blockchain security literature review, a cryptocurrency mining overview, and regtech in cryptocurrency.
RL-based model compression — A reinforcement-learning model-size reduction technique built with PyTorch.
Coffee price prediction — Data collection and processing, model design and training, and a written report.
Amharic poem generation — Data collected from Amharic music lyrics and lyric photos, used to train a generation model.
Code for several of these lives on my GitHub.