Experience
I am a software engineer with **5+ years of experience** building and operating production systems. My career began in full-stack product engineering and has evolved into backend architecture, serverless GenAI pipelines, AWS cloud infrastructure, and MLOps.
Work History
StockDaddy
EdTech / FinTechSenior Software Engineer / Full-Stack Engineer
StockDaddy is a trading education platform operating large-scale backend systems for course delivery, payments, and operational workflows. My role bridges application engineering and infrastructure operations, managing the entire lifecycle of production services.
- • Serverless Agentic RAG microservice with AWS Bedrock (Claude 3 Haiku, Titan Text v2) on AWS Lambda.
- • pgvector (PostgreSQL with HNSW indexing) for semantic policy search, deterministic tool-calling, and pre/post-flight regulatory guardrails.
- • High-performance services in Node.js, NestJS, TypeScript, and REST APIs.
- • Modular service boundaries, robust validation schemas, and role-based access control (RBAC).
- • High-reliability Razorpay webhook processing with idempotent retry logic.
- • Automated course enrollment workflows, coupon validation, and transactional consistency.
- • Operated containerized workloads on AWS (ECS, Lambda, S3, ECR, RDS, CloudFront, VPC).
- • Designed automated GitHub Actions pipelines for multi-environment deployments.
Mu Sigma
Decision Scientist
Developed analytical systems, statistical modeling, and automated data pipelines to drive business intelligence:
- • Applied statistical modeling, feature engineering, and exploratory analysis for enterprise decision frameworks.
- • Built automated data pipelines using Python, Scikit-Learn, Pandas, NumPy, and SQL.
Vijayshree Group
Full-Stack Developer
Developed and deployed customer-facing web platforms and booking systems on AWS infrastructure (EC2, S3, Route53, Node.js, and React).
Operating production systems exposed the critical importance of deployment safety, feature reproducibility, and infrastructure efficiency. With roots in data science and full-stack engineering, my focus centers on: