gavrilobos

I'm an AI/ML engineer with 6+ years of experience developing production AI systems across computer vision, NLP, and enterprise applications. My focus is on building robust, scalable solutions that deliver real functionality without unnecessary complexity.I approach AI development systematically - understanding the full product lifecycle requirements, architecting for maintainability, and ensuring solutions are built on solid engineering principles. 

My experience spans from implementing CNN architectures for satellite imagery analysis to developing LLM-based agents for enterprise IAM systems, always with an emphasis on production readiness and long-term viability. My technical expertise includes integrating Agent systems, building RAG systems with vector databases, developing computer vision pipelines, fine-tuning and optimizing LLMs, and architecting distributed ML systems. 

I work across the full ML stack, from low-level algorithm optimization to system architecture design, ensuring each component serves the overall product goals.Throughout my career, I've worked with government institutions, startups, and enterprise clients, delivering solutions that range from proof-of-concept implementations to production-grade systems. I combine deep technical knowledge with the ability to understand and translate business needs and requirements into well-architected technical solutions.