I'm an independent innovation studio building AI-powered applications that map, measure, and accelerate innovation. With 15+ years in management consulting, I apply structured problem-solving and strategic clarity to transform complex data into actionable insight.

Every idea has a vector — a measurable direction in semantic space.

• Semantic Intelligence — Designing systems that identify opportunities for human augmentation
• Strategic Execution — Turning strategy into action with measurable outcomes
• Actionable Insight — Making data visual, explorable, and decision-ready

Languages: Python • JavaScript • TypeScript • Solidity

AI/ML: LangChain • LangGraph • OpenAI • Anthropic Claude • Reflexion • CrewAI • BeeAI • AutoGen • Multi-Agent • Multi-GPT • ReAct

Frameworks: React • Next.js • FastAPI • Node.js

Cloud: Vercel • AWS • GCP

Blockchain: Ethereum • DeFi • Smart Contracts

Interactive AI strategy analysis for enterprises. Multi-dimensional assessment of AI opportunities with executive dashboards, use case mapping, and ROI projections.

Tech: LangChain OpenAI React D3.js

Self-improving AI for ITIL Change Management using the Reflexion pattern. Iteratively refines RFC documents through multi-agent critique and quality scoring.

Tech: Python LangGraph Claude Multi-Agent Systems

Real-time LangGraph multi-tier intelligence for sales transcript analysis with observable execution paths, cost tracking, and conditional routing.

Tech: LangGraph GPT-4 Claude Streaming APIs

Strategic feasibility analysis for a compliance-ready crypto banking platform integrating DeFi, CeFi, DAO governance, and algorithmic intelligence.

Tech: Solidity DeFi Smart Contracts DAO Governance

• 15+ years in management consulting
• Expertise in AI/ML, blockchain, and strategic innovation
• Focus on human augmentation over automation
• Building systems that enhance human capability

• Building self-improving AI agents with Reflexion patterns
• Exploring semantic space mapping for innovation discovery
• Developing multi-agent systems for strategic analysis
• Creating tools that turn data into direction