experience
work history
Applied ML/AI Engineer
Dassault Systèmes•Jul 2025 - Present
Massachusetts, United States
Dassault Systèmes
Massachusetts, United States•Jul 2025 - Present
- →Engineered multi tenant ML recommendation model with two-tower architecture and custom embeddings
- →Built conversational change agent using LangChain and LangGraph for autonomous workflow automation
- →Deployed end-to-end ML CD pipeline with custom encodings, vector databases, and AI agents
Python
Vector Databases
AI Agents
Recommendation System
Elasticsearch
LangChain
LangGraph
MLOps
Software Engineer
London Stock Exchange Group•Aug 2022 - Aug 2024
Bangalore, India
London Stock Exchange Group
Bangalore, India•Aug 2022 - Aug 2024
- →Built financial transaction screening platform serving 40K+ institutions
- →Architected AWS Lambda functions for concurrent SQL and S3 operations
- →Configured AWS WAF blocking 50,000+ malicious requests daily
- →Developed Kafka and Elasticsearch for automated data analysis
- →Reduced release cycle time from 1 week to 3 days
Java
Spring Boot
Angular
AWS
Python
Flask
Kafka
Elasticsearch
Terraform
Jenkins
Software Engineer Intern
Allstate Insurance•Jan 2022 - Jul 2022
Bangalore, India
Allstate Insurance
Bangalore, India•Jan 2022 - Jul 2022
- →Developed React dashboard tracking 3,000+ cloud components
- →Designed PostgreSQL schema with optimized indexing strategies
- →Implemented Redis caching for 50,000+ daily analytics
- →Reduced API response times by 40% through optimization
React
Node.js
PostgreSQL
Redis
RabbitMQ
AWS