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Cristian Preda: Backend · LLMs · Applied ML

Now

Backend systems, LLM integration, applied ML.

Before

Data Science Intern at Bitdefender. NLP, embeddings, uplift modelling and causal inference on real user data.

Lofi Station

A generator that writes 44-bar, multi-track lofi from scratch and hands you a WAV. → Make a track

Chords    Weighted Markov walk over 267 hand-picked progressions
Render    44.1kHz WAV in < 12s
Backend   FastAPI · JWT + Google auth · PostgreSQL · rate limiting
Served    500+ tracks

Python FastAPI PostgreSQL NumPy SciPy

Stack

Python, Java, C, C++, Rust, TypeScript, FastAPI, React, Next.js, Node.js, Spring, PostgreSQL, MySQL, MongoDB, Docker, Azure

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