6+ years from data engineering at Capgemini to leading Knowledge Graph and GraphRAG delivery at EPAM Systems, via enterprise agentic AI at TEKsystems, supply chain copilots at Syren, multilingual RAG at RWS Moravia, and semantic search at BinaryERP.
Career so far
Across 6+ years
I’ve worked across cloud data platforms, semantic search, multilingual RAG, copilots, agent systems, and GraphRAG.
Leading an enterprise Knowledge Graph and GraphRAG platform for relationship-aware, grounded retrieval across enterprise knowledge
Driving the solution from discovery and architecture through production hardening with cross-functional teams
Cut intake-to-ticket turnaround from 2+ days to under 10 minutes, compressing P95 pipeline latency by 85% with parallelized Redis-backed workers
Improved learner skill-gap detection accuracy by 37% across 6K+ monthly sessions with adaptive quiz generation and continuous RAGAS evaluation
Scaled a supply chain AI copilot to 10K+ daily queries, reducing latency by 63% while maintaining 99.9% uptime
Boosted contextual recall by 34%, improved multi-turn response accuracy by 28%, and reduced context errors by 42%
Launched the company's first multilingual enterprise RAG platform and AI agent in production
Cut manual knowledge lookup by 43% and established BLEU and NDCG evaluation benchmarks
Built semantic search prototypes that drove adoption across 13 B2B users
Improved dataset usability by 26% for enterprise NLP work
Reduced nightly batch runtime by 95% for a global banking client
Decreased batch failures by 61% while preserving SLA compliance and improving ETL validation automation