Tripti Jain
@triptijain1
I build production-ready agentic AI, RAG, and ML systems for regulated fintech customer workflows.
IndiaWhat I'm looking for
At DMI Finance, I build and deploy AI/ML systems for regulated lending workflows. I architected a multilingual multi-agent conversational AI system that replaced rule-based flows and increased conversion by 12%.
I've developed agentic workflows across payments, KYC, location, and document processing, with guardrails that enforce content safety and prevent internal business-rule leakage. I also built RAG over PDF policy documents with 88% production retrieval accuracy and DynamoDB session memory that reduced token usage by 35%.
My work also spans fraud verification, credit underwriting, and income modelling on AWS, including an XGBoost model with 2.26x out-of-time lift and under-three-second inference latency. I focus on technically sound, safe AI that is ready for customer applications.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
DMI Finance
Jun 2024 - Present (2 years 2 months)
Architected a multilingual multi-agent conversational AI system using FastAPI, increasing conversion rate by 12%. Developed agentic workflows, guardrail agents, and RAG pipelines for regulated fintech environments.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology, Delhi
Bachelor of Technology, Electrical Engineering
B.Tech in Electrical Engineering from Indian Institute of Technology, Delhi, completed in 2024.
DAV Public School, Patiala
Class XII (CBSE), General Studies
Completed Class XII (CBSE) from DAV Public School, Patiala in 2020.
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
Skills
Interested in hiring Tripti?
You can contact Tripti and 90k+ other talented remote workers on Himalayas.
Message TriptiGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
