2026 · Platform
Arvis
A self-hosted multi-agent AI platform. Orchestrates AI agents to build, ship and run 10 live apps across 26 Docker services — driven by natural-language commands.
PythonDockerFastAPIClaudeWhisperOllaman8n
AI product builder · Bangalore, India
I build AI-powered enterprise products end to end — discovery and strategy through launch and adoption — pairing hands-on AI and full-stack engineering with an MBA's product judgment.
01 · The Arc
Every builder has a range. Mine runs from hand-translated machine code to AI platforms that ship software on their own — and the spine below warms as the stack rises.
2015 · ASCII
Pacman and Hangman recreated as Java ASCII games. Where it starts: making a screen do something.
2019 · Machine code
An assembler in C, translating assembly to machine code by hand. The bottom of the stack, understood from the inside.
2019 · Apps & devices
Campus systems at IIT Guwahati: an Android app for event management, a guest-house management system, an IoT e-rickshaw booking service.
2020 · Data & the web
At GE Healthcare, a web micro-app visualizing machine logs dynamically. Plus a Chrome extension that watched services so humans didn't have to.
2017–2026 · Judgment
B.Tech CSE at IIT Guwahati, then an MBA at IIM Bangalore with an exchange at Audencia Nantes — and a Senior Manager role leading internal AI product development at Jindal Aluminium.
2026 · Autonomy
Arvis: a self-hosted multi-agent AI platform that builds, ships and runs 10 live apps across 26 Docker services from natural-language commands.
Eleven years, one direction: up the stack — without losing touch with the bottom of it.
02 · Selected Work
AI-led products from 2026 — each one taken from idea through architecture, build, and live operation.
2026 · Platform
A self-hosted multi-agent AI platform. Orchestrates AI agents to build, ship and run 10 live apps across 26 Docker services — driven by natural-language commands.
2026 · Multimodal AI
Automates video-reel production end to end — raw footage to publish-ready — with multimodal understanding (Gemini, SigLIP) and an operator dashboard, running for a live D2C brand.
2026 · Product
An AI job-search platform: scores live roles against a candidate profile, auto-generates tailored résumés through a LaTeX pipeline, and enriches companies with salary and review data.
2026 · Retrieval
Hybrid retrieval — full-text, semantic, and entity-aware — over thousands of notes and transcripts, so accumulated knowledge is never re-derived from scratch.
03 · Exhibits
Three pieces from the bottom of the stack, rebuilt to run in your browser. No install, no video — press a key and they actually execute.
2019 · C
Write assembly, watch my 2019 two-pass assembler run — symbol table, both passes, machine code out.
Assemble something2015 · Java, ASCII
The terminal Pacman I wrote at 18, playable — ghosts, pellets and all, still rendered in characters.
Play it2015 · Java, ASCII
The other one from the same year. Guess letters, lose slowly, watch the ASCII gallows fill in.
Take a guess04 · Product Case Studies
Segmentation, prioritization, PRDs, roadmaps and metrics — from an MBA at IIM Bangalore, an exchange term at Audencia Nantes, and company PM assignments. Coursework and assignments, labelled as such.
Company PM assignment · Solo
Re-architecting Stack Overflow around resolution, not questions.
IIM Bangalore · Team
RICE-ranked backlog, PRDs, and 44 users testing the mockups.
IIM Bangalore · Solo
Jobs-to-be-done pricing, and the AI defaults a PM had to correct.
Product assignment · Solo
Killing “fastest fingers” with a request window and weighted allocation.
IIM Bangalore · Team
Primary survey research, and three strategic questions left open.
Audencia Nantes · Team
Venues, players, and the platform that would serve both.
05 · The Foundations
The quieter years — systems, apps, and experiments that built the range.
2020
Web micro-app visualizing machine logs dynamically.
2026
Consumer health app: food, macros, water, weight. Next.js.
06 · Toolkit
AI / LLM
RAG · agents · evals · pgvector · Claude / OpenAI / Gemini · Ollama · MCP
Engineering
Python · TypeScript · C/C++ · SQL · FastAPI · PostgreSQL · Linux
Infra
Docker · self-hosting · AWS · CI/CD
Product
Discovery · PRDs · ROI modeling · roadmapping
07 · Credentials
B.Tech CSE · 2017–21
Computer Science & Engineering — the systems foundation.
MBA · 2024–26
Product and business judgment, with an exchange term at Audencia Nantes (2025).
Current
Senior Manager, Digital Solutions — leads internal AI product development.