Path so far
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
Reduced analyst effort by 67% while supporting 500+ monthly business queries through automated SQL generation
Improved learner skill-gap detection accuracy by 37% across 6K+ monthly sessions, increasing concept retention by 42% and reducing redundant study time by 56%
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