Six years from data engineering at Capgemini to leading GenAI delivery at TEKsystems — via supply chain copilots at Syren, multilingual RAG at RWS Moravia, and semantic search at BinaryERP. The full timeline, with what each role actually shipped.
Professional experience
Across 5+ years
The work moved from data platforms into search, copilots, and enterprise GenAI systems, with reliability and delivery pressure increasing at each step.
TEKsystems Global Services Pvt. Ltd
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
Syren Technologies Private Limited
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%
RWS Moravia India Private Limited
Launched the company's first production-grade multilingual enterprise RAG platform and AI agent
Cut manual knowledge lookup by 43% and established rigorous BLEU and NDCG evaluation benchmarks
BinaryERP Software Private Limited
Built semantic search prototypes that drove adoption across 13 B2B users
Improved dataset usability by 26% and laid the foundation for enterprise NLP initiatives
Capgemini Technology Services India Limited
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