Software engineer from Romania — I build full-stack products and, increasingly, AI-powered ones. Finishing an MSc in E-Business at Babeș-Bolyai University and going deep into machine learning with PyTorch.
Currently looking for a Software Engineer / Backend / Applied AI role — Cluj-Napoca, Târgu Mureș, or remote.
- Freelance developer on the EduNext team (edunext.ro), a launched student platform. I built its job-aggregation service (TypeScript/Node, five job boards, LLM classification and typed extraction), its event-aggregation pipeline (Python, eight sources), and the CV-generation microservice (Express 5 + Puppeteer, Docker, Railway). I also contributed to the main app's My City Mapbox GL map, refactoring its search into a pure core covered by 131 unit tests.
- Two of my own systems running in production: DevPath RO, a Romanian-language IT & AI learning platform, and PricePilot, a competitive pricing system built on a fine-tuned matching model.
- Learning ML / deep learning — PyTorch and neural networks.
- Primary: TypeScript · JavaScript · React · Python · Node.js
- Backend & data: FastAPI · Express · PostgreSQL · pgvector · Supabase · SQL
- ML & LLM: PyTorch · ONNX Runtime · sentence-transformers · RAG · Anthropic & OpenAI APIs
- Also: Next.js · React Native · Docker · GitHub Actions · unit testing · C / C++ · C# · PHP
- PricePilot — competitive pricing intelligence for Romanian pet-food retail. Fine-tuned cross-encoder (matching F1 0.50 → 0.87) served as ONNX on CPU, RAG over pricing policy, LLM recommendations bounded by margin rules enforced in code. → live demo
- DevPath RO — gamified Romanian-language IT & AI learning platform. Next.js, Supabase with row-level security, Stripe, in-browser Python, AI coach. → live
- Calorie Tracker — cross-platform mobile app, React Native + Expo + Firebase. Bachelor's thesis.
- Football Prediction Platform — three .NET microservices over gRPC with an ML.NET classifier. Master's coursework.