
Two Open-Source AI Skills I Built to Fix Daily Agent Friction
refine-prompt and context-handoff: two agent-agnostic skills that fix the two biggest time-sinks when working with AI agents every day.
Full Stack Engineer · 11 Years · AI / LLM Systems
Built RAG pipelines, microservices, and ad networks at Walmart Global Tech — cutting analyst report turnaround by 70%, scaling Spark Driver to 150K+ drivers, and powering 1.3M+ ad plays/month.
About
Industry experience
Analyst turnaround cut
Drivers scaled
Ad plays / month
Full Stack Engineer with 11 years designing and operating high-scale web platforms, microservices, data pipelines, and production AI systems. I operate end-to-end — React / TypeScript frontends through Java Spring Boot microservices to Airflow pipelines — with a systems-design mindset and measurable impact at every layer.
At Walmart Global Tech, I architected a production RAG pipeline that embedded 12-month ad campaign performance history into pgvector, orchestrated retrieval via LangChain, and exposed a natural-language analytics interface — eliminating manual SQL dependency for business teams.
I led DOOH in-store ad network expansion to 7 channels supporting $228K+ campaign budgets, and scaled Walmart's Spark Driver gig platform from 6,000 to 150,000+ active drivers while earning a direct FTE offer from Walmart Global Tech.
RAG pipelines, LangChain, pgvector, OpenAI & Claude APIs
React / Next.js, Java Spring Boot, Node.js / Express
PostgreSQL, BigQuery, Redis, Kafka, Airflow, AWS, GCP
Cross-functional teams, mentorship, architecture reviews
Capabilities
Languages
Frontend
Backend
Data & Cloud
AI / LLM
Career
Walmart Global Tech India
Feb 2023 – Jun 2026
Bengaluru, India
Led end-to-end engineering across a production RAG pipeline, DOOH advertising network, and full-stack campaign dashboard for Walmart's in-store ad ecosystem.
Nagarro (Embedded at Walmart)
Jul 2021 – Feb 2023
Gurugram, India
Contractor engagement → direct FTE offer from Walmart Global Tech (Feb 2023).
Delivered the Walmart Spark Driver platform — last-mile gig driver onboarding and operations. Exceptional performance earned a direct FTE offer from Walmart Global Tech India.
Gartner
Nov 2018 – Jul 2021
Gurugram, India
Owned full-stack development for Gartner's core B2B product website in Adobe Experience Manager, leading a modernization initiative.
Publicis Sapient
Jun 2016 – Nov 2018
Gurugram, India
Built web platforms for Fortune 500 clients — Roche, Johnson Outdoors, Kia Motors — using Adobe Experience Manager.
All India Radio
Apr 2015 – May 2016
New Delhi, India
Led frontend engineering for India's national public broadcaster.
Cognizant Technology Solutions
Sep 2014 – Mar 2015
India
Enterprise software engineering training.
Sharing insights about web development, software architecture, and the latest technologies.
Contact
Open to Staff / Senior Full Stack roles — remote or relocation.
I'm currently exploring new opportunities — whether it's a staff-level engineering role, a systems-design-heavy position, or a team building AI-native products. If any of that sounds like a fit, let's connect.