Summary
Mykhailo Nosov is a Senior Full Stack Developer with seven years of experience designing and shipping scalable web applications and, more recently, applied AI systems that run locally or in containerized environments. He combines production-grade frontend and backend expertise—React/Next/Vue, TypeScript, Node/NestJS, GraphQL, Prisma, PostgreSQL—with DevOps skills in Docker, AWS and CI/CD to deliver end-to-end products. In the past years he has pivoted into hands-on LLM engineering, optimizing GPU inference (llama.cpp), fine-tuning with QLoRA/PEFT/LoRA, building GGUF tooling, and architecting modular multi-agent local assistants. He has led projects, created shared UI libraries, implemented real-time features, and mentored teams while maintaining a strong focus on performance and observability. Notably, he authors tools like LLMDataForge and AI-Station that fuse full-stack discipline with deep model-level understanding (tokenization, KV cache, attention) to make local LLM workflows practical. Based in Poland, he brings a pragmatic, build-first approach that spans product UI to low-level model optimization.
7 years of coding experience
4 years of employment as a software developer