Portfolio

Staff Analytics Data Engineer with 20+ years building data platforms at AWS, 1Password, and Google. Specializing in GTM/RevOps analytics, Medallion architecture, and AI-powered agent systems.

Projects

2026  ·  Python · LangChain · pgvector · React

WBR Intelligence Agent

A conversational agent that answers "what happened to revenue this week and why" by joining structured revenue metrics with unstructured customer ticket signals and WBR narrative documents. Built with LangChain, pgvector RAG, Groq llama-3.3-70b, and React.

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2026  ·  dbt · PostgreSQL · Airflow · Docker

Bridging the Gap with Data — dbt Companion Repository

Production-grade dbt project demonstrating Medallion architecture (Bronze/Silver/Gold), semantic metrics layer, revenue analytics (ARR/NRR/pipeline/churn), and CI/CD with GitHub Actions. 492 passing models, two-environment setup, self-healing pipeline agent.

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2026  ·  AWS Bedrock · LangChain · App Runner · RDS

WBR Agent — AWS Bedrock Edition

Production deployment of the WBR Intelligence Agent on AWS — Bedrock Knowledge Base (S3 + Titan Embed), RDS PostgreSQL + pgvector, App Runner, CloudFront. Full CLI deployment, no IaC.

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Experience

2023 – 2026

Senior Analytics / Data Engineer — Amazon Web Services

AWS Bedrock Core Services. Revenue analytics at 1T+ scale. 80% reporting reduction. ARR/NRR/pipeline/win rate/quota metrics. Medallion architecture, semantic metrics layer, GTM/RevOps alignment.

Prior

Analytics Engineer — 1Password · Google (via Raybeam)

GTM analytics, product analytics, data platform engineering across enterprise SaaS environments.

Education

MBA — Indian Institute of Management, Bangalore

B.S. Computer Science — NIT Warangal