- 💼 Former Data Science Intern @ Bitdefender — NLP, embeddings, uplift modelling, causal inference
- 🌱 Focused on backend systems, LLM integration, and applied machine learning
- 📫 laurentiu.cristian.preda@gmail.com
- 🌐 criseda.com
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A full-stack generative music platform producing structured 44-bar, multi-track lofi compositions via probabilistic modelling and weighted Markov transitions across 267 curated chord progressions. Renders downloadable 44.1kHz WAV files in under 12 seconds, backed by a production FastAPI service with JWT/Google auth, PostgreSQL persistence, and rate limiting — 500+ generation jobs served.




