AI Product & Strategy — building production AI agents, one per cloud, each deployed live.
I build agentic systems at the intersection of AI product craft and enterprise infrastructure — spanning real-time operations, document-grounded RAG, and India's Digital Public Infrastructure (DPI).
- Real-time, event-driven systems — serverless fraud detection on AWS (Lambda · SQS · DynamoDB) with a rule engine and AI-generated risk explanations
- Decision dashboards — single-file, zero-backend data products on S3 + CloudFront
- Agentic apps across AWS, GCP & Azure — Amazon Bedrock (Nova), Vertex AI (Gemini 2.5 Flash + Google ADK), and Azure AI Foundry (GPT-4.1-mini), all running as live deployments
- RAG pipelines — Azure AI Search over SharePoint document libraries, plus platform-managed RAG in Copilot Studio (Claude Sonnet 4.6)
- Microsoft 365 / Power Platform automation — autonomous Power Automate flows, Copilot Studio agents, and Teams Adaptive Card + Outlook alerting
India DPI Intelligence Suite — production AI agents on India's Digital Public Infrastructure rails, each on a different cloud:
| Agent | DPI Rail | Cloud | Status |
|---|---|---|---|
| UPI Fraud Intelligence | UPI (NPCI) | AWS | ✅ Live |
| ONDC Network Intelligence | ONDC (Beckn) | GCP | 🔄 In progress |
| OCEN Credit Intelligence | OCEN + Account Aggregator | Azure | 🔄 In progress |
- ai-upi-fraud-intelligence-agent — Real-time UPI fraud detection on AWS. Serverless rule engine over a per-VPA sliding window, with Amazon Nova explanations and a live dashboard. Live demo
- fmcg-ai-benchmarking-dashboard — CXO-level dashboard benchmarking enterprise AI adoption across 93 processes & 465 activities against global peers. Single file, zero backend, on S3 + CloudFront. Live demo
- ai-gcp-pre-visit-sales-agent — Pre-visit account briefings for field reps. Gemini 2.5 Flash via Google ADK on Vertex AI, FastAPI on Compute Engine + Cloud Run. Live demo
- ai-distributor-trade-intelligence-agent — Grounded RAG agent for field sales teams. Retrieves account documents from SharePoint via Azure AI Search, surfaces risk flags, and drafts follow-up emails. Live demo
- copilot-studio-customer-support-agent — No-code support agent on Microsoft Copilot Studio (Claude Sonnet 4.6) with Power Automate workflow integration and platform-managed RAG.
- ai-email-monitor-agent — Autonomous Power Automate agent that classifies every incoming Outlook email with GPT-4.1-mini and pushes Teams Adaptive Card alerts for urgent messages.
- ai-notification-trigger-agent — Azure AI Foundry agent that reads a plain-English situation, assesses severity, and dispatches consistent alerts to Teams and Outlook via Logic Apps. Live demo
