VP Technology @ MPS Interactive | Enterprise AI Architect | Building in the open
I build the AI systems I lead teams to deliver.
From multi-agent architectures with Microsoft Copilot Studio and LangChain, to voice AI pipelines with Whisper and ElevenLabs, to full-stack learning platforms on AWS and Azure — I architect it, ship it, and then lead the team that scales it for Fortune 500 clients.
15 years across enterprise AI, product engineering, and technical leadership. Currently leading a 40-person cross-functional team driving $1M+ in annual project value at MPS Interactive. Previously built and scaled platforms supporting 2,000+ professionals annually across 50+ parallel programs at MThree (Wiley Edge) for Morgan Stanley, Bank of America, State Street, HSBC, JP Morgan, and Standard Chartered.
Shipping 10 production-quality open-source tools across 4 weeks. All MIT licensed. All tested. All built because I needed them.
| Repository | What It Does |
|---|---|
| scorm-content-validator | CLI validator for SCORM 1.2 and 2004 packages with auto-fix mode |
| xapi-python-client | Typed, async-first Python client for xAPI Learning Record Stores |
| mcp-learning-server | Model Context Protocol server for SCORM, xAPI, and course catalogs |
| Repository | What It Does |
|---|---|
| llm-cost-router | Analyzes LLM usage logs and shows exactly where you're overspending |
| voice-ai-chatbot | Modular STT → LLM → TTS pipeline with swappable providers |
| enterprise-agent-orchestrator | LangGraph supervisor routing queries to specialist agents |
| ai-monitoring-dashboards | Prometheus + Grafana stack purpose-built for AI workloads |
| Repository | What It Does |
|---|---|
| xapi-learning-dashboard | Analytics dashboard for xAPI learning data — 5 pages, demo mode ready |
| adaptive-learning-engine | Hybrid collaborative + content-based course recommendation engine |
| github-autograder-action | GitHub Action grading code on correctness, quality, coverage, performance |
Follow the series on LinkedIn — new post every Tuesday morning IST.
- 🤖 Multi-Agent Systems — Hub & Spoke orchestration with Microsoft Copilot Studio, LangChain, LangGraph, and Model Context Protocol
- 🎙️ Voice AI — Automated interview bots and voice-enabled learning tools using ElevenLabs, Deepgram, and Whisper
- 📊 Learning Analytics — ML-powered predictive dashboards, at-risk detection, skill gap analysis
- 🧠 LLM Strategy — Self-hosted open-source LLMs on AWS/Azure, RAG pipelines, cost optimization, MLOps
- 📚 AI-Powered E-Learning — SCORM/xAPI authoring tools with GenAI content generation at enterprise scale
- ⚡ DevOps & SRE — GitHub Actions automation, CI/CD pipelines, Prometheus + Grafana observability
AI & ML
LangChain LangGraph Model Context Protocol Microsoft Copilot Studio CrewAI RAG LLM Fine-Tuning MLOps ElevenLabs Whisper Deepgram TensorFlow Keras Pandas NumPy scikit-learn
Development
Python TypeScript React Node.js Java Spring Boot FastAPI MERN MEAN Solidity
Cloud & DevOps
AWS Azure Docker GitHub Actions Jenkins Prometheus Grafana CI/CD
Data & Standards
PostgreSQL MongoDB MySQL Tableau Power BI D3.js Recharts SCORM xAPI cmi5
Blockchain
Ethereum Solidity Hyperledger Fabric Smart Contracts
| Role | Organization | Period |
|---|---|---|
| VP, Technology | MPS Interactive | Jan 2025 – Present |
| Senior Director, Global Products & AI CoE | MThree (Wiley Edge) | Feb 2021 – Dec 2024 |
| Program Director, Blockchain | Amity University | Jul 2020 – Feb 2021 |
| Independent Tech Consultant | BSE, INS Hamla, Great Learning & others | Jul 2018 – Feb 2021 |
| Assistant Professor | KES's Shroff College & Eden Jr. College | Jun 2011 – May 2019 |
- 📘 Introduction to Advanced Computers — Sheth Publishers (ISBN: 978-93-5149-798-1)
- 📗 Programming in AJAX for Complete Beginners (ISBN: 978-81-964712-4-8)
Career Essentials in Generative AI — Microsoft · Career Essentials in Software Development — Microsoft · Career Essentials in Data Analysis — Microsoft · Career Essentials in Project Management — Microsoft · Foundations of Project Management — Google · BTA Certified Blockchain Developer — Ethereum
- Top Contributor — MThree India All Hands Conference, 2023
- Star Faculty & Above and Beyond Call of Duty — BSE Institute, 2018–2020
For collaboration, consulting, or conversation about AI in enterprise learning:
For issues or contributions on any repo above: open an issue or PR directly on the repository — I respond within 48 hours.
This profile is a living document. Last updated: [month year]. If something here is out of date, it's because I was probably shipping something new.