Hi, I'm Cezar. AI Engineer.
Uploaded contracts, policies and statements run through OCR and a staged LLM pipeline that writes structured, audited data onto real CRM and asset records.
Built for a compliance-heavy environment: nothing is overwritten.
Video coaching tool that breaks each attempt into phases and grades technique against exact frame references.
Trained on self-annotated footage, it scores each phase independently in x/y/z.
On-edge multi-camera detection driving an 8-point directional audio deterrent across a fish farm, fighting the fish-stealing birds.
The full loop runs on-site, no cloud dependency.
Scan-triggered waste classifier: a camera and a trained vision model identify the material, then a stepper-motor bin rotates the right compartment into place.
Stem-aware neural architecture that predicts mastering parameters for a differentiable DSP chain, evaluated against professional streaming loudness standards.
English, Romanian, Russian, German (B1), Dutch (learning)
22, AI Engineer from Moldova, based in the Netherlands.
I like understanding how something works before I build on top of it. If a pipeline stage is failing or a model is behaving strangely, I’ll dig until I can explain why, not just patch around it. I studied Creative Tech & AI at Howest, and my final project, for a firm processing financial documents, turned into a job at AI Square Group.
I like clearly scoped problems and ownership over how I solve them. I say directly when I think I’ve gone too deep on something, and I don’t mind admitting I’m wrong if the reasoning is sound.
Outside work, music has been a constant my whole life: eight years of percussion, now producing techno. Beyond that, motocross (3rd nationally), aeromodelling, rocketry, and rollerskating.
I also love cats.
