Serhii K.

I help companies turn AI ideas into working, production-ready software. I’m a senior AI/ML engineer with with a track record of delivering production AI systems, building data, machine learning, and software systems for healthcare, pharma, retail, logistics, and large digital platforms. My current focus is Generative AI, LLM applications, AI agents, RAG, and intelligent automation. I work hands-on from architecture and prototyping through implementation, testing, deployment, and optimization. What I can build: - LLM applications and AI agents - RAG systems and document intelligence - AI-powered data extraction and automation - Structured LLM workflows with validation and guardrails - Python/FastAPI backends and REST APIs - Data and ML pipelines - AI evaluation and quality-control systems - OpenAI, Anthropic, Hugging Face and self-hosted models - Cost, latency, and inference optimization Technology: Python, FastAPI, SQL, PyTorch, scikit-learn, OpenAI API, Anthropic, Hugging Face, RAG, LangChain/LangGraph, Docker, Kubernetes, AWS, Azure, Databricks, PostgreSQL. I’m particularly effective when the problem is still unclear and needs to be turned into a practical technical solution rather than just another proof of concept. I can work as a hands-on AI engineer, technical lead, or independent consultant from a focused AI feature to an entire production system.