AI Engineer · Full-Stack Developer · Published Author
I build useful software and AI products.
AI engineer and full-stack developer building production systems, intelligent workflows, and developer tools — and sharing what I learn along the way.
Selected work
Systems I've worked on
A selection of systems, products, experiments, and developer tools I've built.
About
I like building things that are useful.
I work at the intersection of AI and software engineering — not as separate interests, but as one practice. Most of what I build is either a system that makes a decision (an agent, a ranking model, a verification pipeline) or the infrastructure that lets that system run reliably in production.
I currently work at Tata Consultancy Services, embedded with UBS, where I build production AI agent systems and the scalable backend platforms they run on. That work has shaped how I think about software in general: an AI system is only as good as the engineering discipline around it — the APIs, the monitoring, the deployment pipeline, the verification step that catches what the model gets wrong.
Outside of that, I build my own projects — from a custom operating system written in C and assembly, to developer tools, to small products I ship end to end. I write about what I learn along the way, because the parts worth remembering are usually the ones that only become obvious after something has shipped.
Experience
From prototype to production.
Roles where I've built and shipped real systems.
June 2025 — Present
Pune, India
Assistant System Engineer
Tata Consultancy Services — UBS
- Built an AI-powered Source of Wealth (SoW) verification platform automating client due diligence for UBS, with a Streamlit demo portal showcasing end-to-end AI agent workflows.
- Designed the Identification Agent, the entry point extracting claims across 12 Source of Wealth categories for 12 engineering teams.
- Built a reusable internal AI framework — shared utilities, guardrails, a documentation portal, and an AI-powered CLI assistant — adopted by 15+ engineering teams.
- Recognized by the UBS client with 5,000 Kudos Points for technical contributions.
- Promoted to lead the Investment Performance SoW engineering team; improved AI evaluation accuracy from ~60% to ~80% using Knowledge Graph-based retrieval for reports exceeding 100 pages.
June 2024 — June 2025
Pune, India
Assistant System Engineer, Trainee
Tata Consultancy Services — UBS
- Ranked 3rd among 100+ trainees in the final technical assessment.
- Built an AI-powered Periodic KYC Review platform automating client verification with OCR and LLMs, using Flask integrated with Spring Boot via REST APIs.
- Integrated Azure Document Intelligence, OpenAI APIs, and Flowable to automate KYC document processing.
- Built an AI evaluation framework and productionized Splunk dashboards to monitor model performance.
- Built a reusable GitLab CI/CD pipeline for deploying multiple repositories through configurable parameters.
April 2024 — June 2024
Gurugram
Full Stack Engineer
Laptop First
- Built and shipped a production-ready laptop subscription platform end to end — landing site, auth, onboarding, customer dashboard, and admin portal.
- Led a team of 2 interns through code review and mentoring to hit delivery timelines.
- Integrated Aadhaar-based KYC for onboarding and automated recurring subscription billing.
- Added configurable RAM/storage selection and researched BIOS-level device locking tied to subscription status.
Volunteer & community
Campus Ambassador
Tata Consultancy Services · August 2019 — July 2023
Social Media Ambassador
Atypical Advantage · 2021
Ventures
Founder · Echstatic
December 2022 — Present
Service-based software development studio - bug fixes, feature builds, and small full projects for a flat, quoted price.
Technical skills
The stack behind the work.
Languages
Java · Python · C++ · Bash · SQL · JavaScript · TypeScript
Backend
Spring Boot · Node.js · Express.js · Django · REST APIs · JDBC · MVC
Frontend
React · React Native · Tailwind CSS · Electron · HTML5 · SASS
AI / ML
Azure OpenAI · LangGraph · RAG · Azure Document Intelligence · RAGAS · OpenAI Evals · Prompt Engineering · Prompt Chaining · Jinja2 · Streamlit
Cloud / DevOps
AWS · Azure · Docker · GitLab CI/CD · GitHub Actions · Cloudflare · Vercel
Databases
MySQL · MongoDB · PostgreSQL
Systems / Security
Linux · Cryptography · Reverse Engineering · Secure File Policies · OTCC
Writing
Things I've learned building things.
Notes on AI engineering, software systems, developer tools, and the lessons that only show up after you ship.
Publications
Writing beyond the web.
The Basics of AI and IoT: A Beginner's Handbook
An introductory handbook making AI and IoT accessible to newcomers and students.
ASH OS: A Comprehensive Linux-Based Operating System with Optimized User Interface
Academic paper covering the architecture, kernel security, and boot optimization of a custom x86-64 operating system.
Smart Industrial Robot
Registered design / intellectual property (Class 15-99).
Certifications
A few courses along the way.
Master Class on Data Science
Demonstrating Theoretical and Practical Understanding of SQL
CSS Certificate
Achievements
A few things I've learned the hard way.
Academics
Silver Medal — 2nd Rank
B.Tech CSE, SRM University Delhi-NCR (AY 2022–2023)
Star of the Month
Tata Consultancy Services · August 2025
On The Spot Award
Tata Consultancy Services · January 2026
Have something worth building?
I’m interested in useful products, ambitious engineering problems, AI systems, and interesting technical conversations.
Or reach me directly