Experience
Work Experience
Software Development Engineer II
Amazon · Nov 2020 - Present · Luxembourg & Gurgaon
QC Expansion Assistant — Multi-Agent System
Led design for Quick Commerce node-launch automation across EU marketplaces. Selected Strands Agents SDK, GraphBuilder DAG, and Bedrock Claude; defined two-phase auth, dependency DAG, steering-hook guardrails, rollback strategy, and Strands Evals SDK test cases. Projected impact: reduce per-node SDE effort from 3–4 weeks to under 3 days.
Agentic AI Platform for EU Quick Commerce
Architected and shipped a production AI agent platform for Amazon's hyperlocal delivery org. Built a custom MCP server exposing 18 enterprise tools including tickets, alarms, metrics, CloudWatch, and Policy Engine, with authentication and observability. Shipped 8 agentic business flows and a RAG-grounded Knowledge Agent.
Generative AI Config Migration
Led migration of hard-coded configuration across 10+ mission-critical services to a dynamic config store using Generative AI-assisted code generation. Reduced feature delivery time by 80% and removed deploy-to-toggle dependencies.
Seller Central Manage Your Orders
Architected and delivered a React-based UX revamp for merchant-fulfilled orders across UK, DE, JP, and US marketplaces, improving order visibility, enabling multi-marketplace launches, and increasing seller engagement by 30%.
Cross-Border Commerce — ACS Migration
Led integration of Amazon Central Services with the tier-1 Merchant Order Populator Service and downstream EasyShip pipeline across JP, UK, and DE. Designed dual-write, feature-flagged rollout with zero downtime for seller-order workflows.
Transportation Compliance — India GST E-Way Bill
Owned Tier-1 compliance programs for India's legally mandated GST E-Way Bill platform. Designed idempotent event-driven pipelines across SQS, DynamoDB, Lambda, ECS, S3, Glue, and Redshift, integrating with National Informatics Centre APIs for real-time filing.
Secure Rejects with OTP
Led cross-team package-delivery security design, including scoping, high-level design, and event-routing integration. The extensible design supports AMZL OTP, Ship with Amazon, and global re-trigger workflows.
Reliability, Mentoring & Hiring
Drove reliability work across 40+ services, deprecated a 10-year-old tier-1 legacy service, and resolved multiple production incidents through RCAs. Mentored 3 interns with 100% SDE conversion, supported 6 SDEs with 4 promotions, and conducted 50+ interviews.
Software Development Engineer
LimeRoad · Jun 2018 - Oct 2020 · Gurgaon, India
Thrift Stores, Brand Stores & Listing Pages
Built the end-to-end architecture and production code for thrift stores and brand stores, including highly configurable listing pages requiring deep Solr understanding.
Login, Signup & Conversion
Developed and revamped user login flow by removing mandatory login, reducing user drop rate by 17%. Built the transition from email-based to mobile-number-based signups and sign-ins, improving authentication success rate. Built a WhatsApp-based conversion feature.
Wishlist, Likes & Onboarding
Delivered end-to-end development of Wishlist and merged Likes into the Wishlist experience. Revamped new-user onboarding on the app.
Search, Browse & Discovery
As individual contributor, built architecture and production code for inline filters, search improvement guides, category browse, and discovery. Search improvements lifted search performance by nearly 10% and required deeper Solr work.
Feeds, Video & Similar Products
Built multiple feed types based on user segments, integrated video assets into feeds through Cloudinary, and built similar-product assets used across multiple user interaction points.
Revenue & Paid Marketing
As individual contributor, developed and optimized dynamic pricing, resulting in an overall GMV hike of 11%. Designed a feed-based Facebook paid-channel system for ads that contributed materially to revenue.
Projects
Personal Projects
NSE Multi-Agent Stock Analyzer
Hybrid AI trading research system for NSE India and S&P 500 using deterministic screening, CrewAI analysis, ChromaDB RAG, Strands risk assessment, MCP servers, and paper-trading safety controls.
View repositorySenseAgri
Hybrid application for crop price forecasting and real-time local market data.
View repositoryHousing Price Prediction
Kaggle housing analysis with preprocessing and feature selection for price estimation.
View repositoryElection Sentiment
Real-time polarity analysis across Twitter, Quora, and review streams.
View repositorySkills
Technical Stack
AI Systems
Backend & Cloud
Engineering
Education & Signal
Education, Achievements, Interests
Education
B.Tech, Computer Engineering
Delhi Technological University · 2014 - 2018
Achievements
- Featured contributor, Amazon Stores Tech AI Talks.
- 3rd worldwide, Digital India Hackathon by VLDB Conference.
- Top 10, India Hacks by HackerEarth.
Interests
- Production LLM systems.
- Distributed platforms.
- Financial markets and systematic research.