Products I've built.

Pulse

A fundability engine. Finds what to build before it is obvious.

Data procurement NLP Signal research

Challenge: AI innovation is accelerating, markets are saturating, and founders and investors struggle to distinguish real opportunities from noise.
Approach: Turn fragmented market signals into actionable opportunities, supported by evidence, competitive context, and clear recommendations.
Solution: Pulse continuously scans hundreds of technology sources, identifies emerging opportunities, and evaluates market demand, competition, and timing.
Impact: Founders and investors can identify promising opportunities faster, avoid crowded markets, and make decisions leveraging differentiated data and market intelligence.

Describe it. Find it. Hang it. Art search across eight marketplaces.

Computer vision Data procurement Search and retrieval

Challenge: Finding original art that matches your taste, space, and budget is harder than it should be. Traditional search tools don't understand personal preferences.
Approach: Combine natural language and visual intelligence to understand what buyers want and match artwork to their personal taste, style, and space.
Solution: Unified 50,000+ artworks from major platforms into an AI-powered search engine that understands descriptions, visual styles, colors, and preferences.
Impact: Made discovering original art faster, more intuitive, and tailored to individual tastes, spaces, and budgets.

An artist-first marketplace. Art with a story.

Challenge: Independent artists struggle to reach buyers without relying on galleries or social platforms that limit their control over pricing, visibility, and storytelling.
Approach: Build an artist-first marketplace that combines original artwork, authentic storytelling, and direct buyer relationships.
Solution: Unified art discovery, commerce, artist interviews, and educational content into a seamless experience connecting creators and collectors.
Impact: Made original art more accessible and personal, connecting buyers with the artists and stories behind each piece.

A prediction-market liquidity desk, run by agents inside hard-coded risk rails.

Prediction Data foundation Signal research Risk modeling Real-time data pipelines

Challenge: Prediction markets struggle with thin liquidity, volatile pricing, and inefficient execution, creating opportunities that require sophisticated quantitative risk management.
Approach: Combine real-time market intelligence, algorithmic trading, and disciplined risk management to systematically capture liquidity opportunities.
Solution: Developed an AI-agent-powered trading desk that coordinates market research, automated execution, portfolio management, and risk oversight.
Impact: Deployed $100K through an AI-powered trading desk, delivering consistent ~15–20% monthly returns through systematic execution.

Scan and detect autonomous agent activity / swarm hunting.

Agentic AI Signal research Real-time data pipelines

Challenge: AI agents are operating across the public internet, often leaving fragmented traces across websites, forums, wikis, and APIs. Existing tools detect bots or document isolated incidents. Few connect the dots across platforms to distinguish ordinary automation from coordinated agent activity.
Approach: Treat the internet as an intelligence problem. Continuously discover where agents operate, identify unusual behavior, and correlate evidence across independent sources. Separate automation, coordination, and AI involvement rather than assuming one proves another.
Solution: An agentic threat-intelligence platform combining public-source monitoring, first-party telemetry, behavioral detection, and cross-platform entity resolution. Statistical baselines and evidence-backed investigations turn scattered observations into reconstructed workflows, emerging campaigns, and defensible findings.
Impact: Designed to uncover previously unknown coordinated agent activity, reconstruct how it operates, and establish confidence in the evidence. The goal: move from reactive incident reporting to proactive swarm intelligence.

Tell me what you're trying to solve and I'll tell you if I'm the right fit.