Dimitis Tsiakoulias Manettas

I run a digital music production and distribution business, composing and promoting instrumentals for companies and independent artists. I scaled distribution operations to more than 70k followers while managing licensing agreements and monitoring platform performance.

I'm developing agentic workflows to accelerate content production and operations, alongside an MSc in Computer Science at the University of Athens focused on machine learning, data, information, and knowledge management.

For my thesis, I architected and trained conditional Diffusion Transformer models in PyTorch to synthesize complex music-synthesizer parameters. I also implemented multimodal feature extraction and CLAP embedding alignment for text-to-audio synthesis, improving inference speed and synthesis quality.

I've built an agentic RAG textbook solver using Gemini API, ChromaDB, BM25 search, function calling, and an LLM-as-a-Judge evaluation pipeline. I have also supported undergraduate teaching in data structures, circuits and systems, and electromagnetism labs.