Selected work

AI case studies.

Production systems, research prototypes, and shipped products. Each one solving a concrete problem.

All Generative AI & LLMs NLP & RAG Computer Vision Speech & Audio Time Series & Analytics

German-to-English audio translation with targeted information extraction using Whisper, Hugging Face, and RAG.

Audio-based genre classification using Mel spectrogram, MFCC features, and GRU+LSTM models.