Sergey Golovan

“End-to-end deployment owner for Oracle document delivery/print services in a hospital-like production environment, focused on reliability/performance at scale (thousands of systems). Also describes implementing event-driven RAG/agentic LLM workflows with attention to embeddings/index consistency, latency, and measurable improvements in response relevance and operational efficiency.”

“Senior electrical engineer with oil & gas/petrochemical power systems experience, including leading a high-impact 34.5kV cable remediation project that removed a major plant reliability risk after transformer trips at peak load. Brings practical MV infrastructure knowledge, ETAP exposure, and strong standards-based execution across emergency power, redundancy, and maintainability.”

“ML/NLP practitioner with experience building a transformer-failure prediction system that combines sensor signals with unstructured maintenance comments using LLM-based extraction and similarity validation. Strong emphasis on production readiness—data leakage controls, SQL-driven data quality tiers, and rigorous bias/fairness validation (including contract/spec evaluation across diverse company profiles).”