Work
Products, systems, and experiments I've taken from ambiguous problem → working thing.
Flagship
Beacon
AI Governance Intelligence
The problem
Enterprise AI is changing faster than governance systems can understand what changed. Organizations are deploying models and agentic workflows, but the gap between the technical reality and regulatory oversight is widening.
Beacon originally began as an AI regulatory intelligence product. However, deep research with 10+ enterprise practitioners revealed that tracking regulations was only half the battle. The central problem was understanding the technical state of internal AI systems and connecting that reality to governance frameworks in real-time.
The pivot
AI Regulatory Intelligence
Enterprise AI Governance Intelligence
Based on these findings, I redesigned the product architecture around a new thesis: Beacon sits upstream of governance execution, providing the intelligence and context layer required to make oversight meaningful.
What I Built
- → Multi-agent workflows
- → RAG / enterprise retrieval
- → MCP integrations
- → LLM evaluation
- → Workflow orchestration
- → Evidence provenance
- → Confidence scoring
- → Human-in-the-loop review
- → Authentication & RBAC
- → Auditability & Controls
- → Semantic search
5 AI products built 0→1
20+ platform capabilities
Before Beacon
iBaset Inc. — Product Manager (Enterprise B2B SaaS Platform)
Led delivery of enterprise MES platform initiatives across product, engineering, QA, and integrations. Owned roadmap and scope across 4 release cycles, increasing platform adoption 25% and sprint velocity 35% through structured workflow improvements.
VMware, Inc. — Business Analyst (Cloud Transformation Programs)
Analyzed enterprise cloud-transformation initiatives and infrastructure complexity into executive business cases and modernization roadmaps across Fortune 500 environments.
Vinculum Solutions — Business Analyst (Retail B2B SaaS Platform)
Gathered and translated retailer requirements into scalable B2B SaaS capabilities supporting enterprise commerce operations across solution discovery and backlog refinement.
Tata Consultancy Services Ltd. — Software Engineer (B2B Insuretech Platform)
Built secure enterprise banking and insurance integrations supporting high-volume financial transactions through REST and SOAP APIs within a 40+ member cross-functional Agile team.
Other builds & tools
QuantOS
AI Quant Research Platform
Built a 0→1 quantitative research platform with reproducible backtesting workflows, incorporating walk-forward validation, survivorship-bias checks and overfitting analysis.
- • Backtesting Engine
- • Bias Mitigation
- • Walk-forward Analysis
Build-a-Demo
Interactive Demo Engine
Built a 0→1 interactive demo platform to quickly create and share demonstrations of agentic workflows, addressing the high complexity and licensing friction of existing tools.
- • Multi-tenant Isolation
- • Workflow Visualization
- • Branching Execution
MCP Search Engine
Protocol Optimization Tool
Built a semantic search and ranking system around Model Model Protocol (MCP), exploring tool discovery, retrieval quality, and high-fidelity structured interaction with external tools.
- • Tool Discovery
- • Semantic Ranking
- • Context Bundling
Secure RAG / RBAC Chatbot
Enterprise Intelligence Gate
Built an access-controlled retrieval-augmented generation system combining vector matching, field-level authorizations, and secure enterprise knowledge graphs. Reduced internal discovery time by 60%.
- • Access Control
- • Context Filtration
- • 60% Search Reduction
Selected Recognition & Awards
HyperAgent Founding 500
Selected among top autonomous AI platform builders across the globe. Awarded $20K in high-performance inference credits for excellence in multi-agent orchestration.
Google for Startups
Admitted into the specialized Cloud Startup Enablement Program, securing infrastructural support, expert advisory tracks, and technical cloud architecture credits.
SAP Startup Studio Finalist
Vetted as a top 100 finalist out of 700+ enterprise AI startup submissions for novel approaches to structured reasoning and policy auditing.