The path so far.

Merged 447 of the repo's 2,688 pull requests and wrote more commits than anyone else on the team. Thirteen apps in one monorepo (8 Next.js, 5 Expo), a Hono API with 152 route modules, Postgres with 323 tables. Live for a 12-campus college group: 4,735 students, 137,821 exam submissions, 7.6M answers recorded. Built the admissions CRM with an AI voice agent, and AI grading of handwritten answer sheets. Case study.

Won 1st place ($4,000)in Data & Visualization at Adaption Labs' AutoScientist Challenge, and since September 2026 a volunteer ambassador for the non-profit: running online and offline events, testing new formats and platform features, and turning member feedback into changes. The entry.

Co-founded an AI-powered wedding & events platform. Architected end-to-end across iOS, Android, and web; live on the App Store and Play Store. ML-powered planning, vendor marketplace, viral QR photo-sharing.

The systems-level work behind the products. Latency Optimization in Production Voice AI Pipelines (−41.8%) is published at ICANN 2026 (peer-reviewed, Springer LNCS, doi:10.1007/978-3-032-38404-1_36). Also under review: MCP Server Architecture Patterns, Intent Detection decision framework (95.2% on ATIS), LLM-OptFlow, Personality & LLM Trust, and Done Is Not Correct (agentic CAD reliability). Full list with DOIs and ORCID on the research page.

Reviewed a manuscript for the European Journal of Computer Sciences and Informatics — contributing to research quality on the other side of the page.

Contributed to one of the fastest-growing AI repos (236k+ stars, 35k+ forks). Started life as zenith.chat — built with Claude Code in ~8 hours, won 1st place at the Anthropic × Forum Ventures hackathon (NYC, 2025).

ICMR-funded tobacco cessation app (App Store, 1st & 3rd at AIDEC) plus an oral-health × HIV care-pathway app (App Store).

Began formalizing the production work into papers — voice AI latency, intent detection, MCP architecture, LLM optimization, trust in LLMs, and multi-agent drift. The voice AI latency study (−41.8%) was accepted at ICANN 2026 and is now published in the Springer LNCS proceedings.

Led 6 engineers shipping 5+ production AI systems: LLM pipelines (Claude / GPT-4 / Gemini), real-time voice agents, MCP servers, geospatial processors. Cut release cycles from weeks to hours via AWS automation.

Multi-agency technical bridge for licensing setups, API integrations, and partner coordination. About a month total in-country.

Wired Claude Code into the team's daily build / test / ship loop; event-driven agent orchestration across the team's repos.

Built bi-directional voice + video + data avatar experiences with LiveKit + WebRTC.

3-hour technical workshop: creative AI tooling, content + distribution automation, zero-code CRM pipelines, hands-on with LLM and image-gen tools.

Three years leading engineering teams: 30–40 engineers on and off across four product lines, through architecture reviews, code reviews and mentorship, forward deployed with overseas clients.

Shipped Phiny.ai (AI career-prep with real-time voice mock interviews — Pipecat + LiveKit + Claude + ElevenLabs + Deepgram, 516 TS files / ~101k LoC NestJS, ~17k LoC FastAPI), Crosslane (career counselling, 476 TS files / ~107k LoC across 13+ modules), and Northway Tech (AI voice caddie featuring 2× US Open champion Andy North).

NestJS + AWS architecture with event-driven workflows, MongoDB geospatial indexing, Redis caching, AWS Lambda + MediaConvert media pipelines, CloudFront edge delivery.

Introduced kids to Generative AI — workshops on text and image generation with local AI models, mentored students through deployed projects. v3nex.vercel.app

The start of a three-year run shipping production voice AI for US clients, and of leading the teams that built it.

Enterprise IoT desktop applications: 20k+ LoC, 1,000+ Jest tests, MQTT pub/sub, concurrent schedulers delivering ~3× performance improvement. Stack: Angular, Electron, RxJS, NestJS, RxDB, Python.

NestJS + MongoDB backend for an art-purchase platform: 150+ API endpoints, Stripe payments, Firebase Cloud Messaging, Filestack CDN, Maizzle email templates.

Don Bosco College of Engineering, Goa. CGPA 9.28.

State level (again).

Organised a two-day national tech event with 300+ participants and three sponsors (Kilowott, OneShield Software, FIIRE).

React frontend revamp + admin panel for a Slovakian fintech startup (royaltyfinance.cz).

Built Coco.

Built ParkMe.

A React Native app and admin website for the group; full one-life-cycle internship project.

Built a web app with React, Material UI, MongoDB. Learnt scrum and agile.

Walked first- and second-year students through React, then a follow-up on building chatbots with Dialogflow + React Native.

Joy of Computing Using Python (IIT Madras), Machine Learning for Trading specialization (Google Cloud × NYIF).

Shipped multiple full-stack projects across React, Node, MongoDB. Found my voice in TypeScript.