Udit Srinivasan
@uditsrinivasan
I build production GenAI, RAG, and agentic AI systems for recommendations, insurance, and document intelligence.
IndiaWhat I'm looking for
At Oneture Technologies, I build production GenAI systems for product recommendations, insurance assistants, document pre-fill automation, and marketing-mix decision support. I improved recommendation response latency from one minute to 10 seconds by optimizing retrieval, filters, inventory checks, and cosine ranking.
Previously at Santa Fe Research, I built a Text-to-SQL assistant that reduced workflow time from three minutes to 15 seconds and a multilingual cheque OCR system with 95% accuracy. I work across Python, SQL, AWS Bedrock, LangGraph, FastAPI, vector search, and cloud-native backend services.
Experience
Work history, roles, and key accomplishments
Associate Machine Learning Engineer
Oneture Technologies
Sep 2025 - Present (1 year 1 month)
Built GenAI product discovery workflows, agentic insurance chatbots, and document prefilling pipelines. Improved recommendation response latency 6x and implemented schema-driven extraction for insurance policy PDFs.
Data Scientist
Santa Fe Research Ltd.
Aug 2024 - Sep 2025 (1 year 1 month)
Developed a text-to-SQL assistant over pharmacy claims data and automated cheque OCR pipelines. Reduced query execution time by 90% and achieved 95% accuracy in multilingual OCR.
Data Analyst Intern
Bhilai Steel Plant, SAIL
Jan 2024 - Mar 2024 (2 months)
Built ETL workflows and predictive analytics models on plant data to support defect analysis and process monitoring. Contributed to a 10-15% reduction in identified quality issues.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Madras
B.Sc., Data Science
2025 -
Pursuing an online B.Sc. in Data Science, ongoing since 2025.
SRM Institute of Science and Technology
B.Tech., Electronics and Computer Engineering
Completed a B.Tech. in Electronics and Computer Engineering in May 2024.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Skills
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