WORK

Things built
and shipped.

A selection of projects across Python automation, Agentic AI, and SVT/PV engineering.

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Featured

Agentic Failure Triage System

LLM-powered root-cause clustering for CI/CD test failures

Designed for large-scale hardware validation environments where thousands of test failures land per build cycle. An agentic workflow ingests structured failure logs from Jenkins CI/CD runs, uses LangGraph to orchestrate multi-step LLM reasoning chains, and produces clustered root-cause summaries with confidence scores and suggested fix paths.

Python LangChain LangGraph OpenAI Jenkins REST APIs Git
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Featured

Hardware Validation Platform

Backend platform orchestrating distributed firmware and systems testing

Core backend contributor to a large-scale internal developer platform — a Python service layer that orchestrates automated firmware and system-build validation across distributed high-speed networking hardware. Exposes REST APIs consumed by Jenkins CI/CD pipelines to trigger, monitor, and report on thousands of test runs across hardware variants.

Python REST APIs Jenkins Grafana TestRail CI/CD Linux
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FlavorDB & RecipeDB APIs

Data APIs powering 118k+ recipes and 934-ingredient flavour knowledge base

At the Complex Systems Laboratory (IIIT Delhi), built the backend data services underpinning two large-scale research knowledge bases. RecipeDB: queryable API over 118,000+ recipes across 26 global regions. FlavorDB: data models and retrieval APIs for 934 natural ingredients and their flavour molecule profiles — used by food scientists globally.

Python REST APIs Data Modeling Data Pipeline Design PostgreSQL
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Freelance Backend Systems

Production APIs and platforms scaled to 50,000+ users

Four years of independent backend engineering across startup and enterprise engagements. Built automation-first APIs eliminating ~95% of clients' manual processing workloads. Delivered complete Python + Flask backends from schema design through cloud deployment, serving 50,000+ active users in production.

Python Flask Ruby on Rails REST APIs PostgreSQL GCP Heroku CI/CD

What's in the toolkit.

Agentic Ai

Agentic AI Systems 93%
LangChain / LangGraph 89%
LLM Integration 87%
AI Failure Triaging 90%
RAG Pipelines 84%
Prompt Engineering 88%

Backend Engineering

Python 97%
REST API Design 93%
Flask / FastAPI 88%
PostgreSQL 82%
Docker 80%
Linux 87%

Data Engineering

Data Modeling 85%
Data Pipeline Design 83%
Large-Scale Data Analysis 80%

Platform & Ci/cd

Automation 93%
Jenkins CI/CD 90%
Distributed Systems 84%
Grafana 80%
TestRail 78%

Tooling & Cloud

Git / GitHub 92%
GCP 74%
Ruby on Rails 70%
Heroku 72%