AI-native product builder / growth operator
I use 26 years of acquisition, startup, and market-pattern experience to find gaps in products and markets, then build the solution that capitalizes on the demand.
Sometimes that is a standalone business. Sometimes it is a workflow, data layer, OSS tool, or activation path. The point is the same: fill the wedge with something real.
26 years
Growth, acquisition, and startup pattern recognition
30+ startups
B2C, B2B, marketplace, and PLG
Build range
Businesses, workflows, data layers, and OSS
Surface area
Portfolio Projects
Live businesses, open-source workflow, public data products, prototypes, and operational tools.
A production clinical-trial intelligence platform with 500k+ trials, proprietary Trial Health Scores, authenticated dashboards, billing, AI analysis, and background data infrastructure.
Decision Impact
Makes trial, sponsor, site, and investigator risk visible before teams commit time, capital, or protocol strategy.
Sponsor analysis and portfolio health
LiveA trust-first renovation marketplace for high-anxiety home projects.
Decision Impact
Turns renovation anxiety into a clearer trust path before the homeowner becomes a lead.
Trust-first renovation marketplace
LiveAn open-source workflow system for running Claude Code with specs, repo rules, PR discipline, and human review built in.
Decision Impact
Gives AI builders a repeatable workflow before fast LLM output turns into unreviewed code debt.
AI development workflow
Spec → Build → PR → Review
Files
6
Examples
8
Setup
5m
A repeatable Claude Code workflow for solo builders, teams, and vibe coders.
A self-serve hiring planner built from Dover's marketplace data.
Decision Impact
Compresses the first hiring-fit question into a self-serve plan instead of a sales conversation.
Self-serve hiring planner
PrototypeA comprehensive flight-school operating system for scheduling, billing, instructor pay, aircraft utilization, and Part 141 training operations.
Decision Impact
Connects the operational layer that determines aircraft capacity, billing accuracy, instructor pay, and Part 141 progress.
Flight school operating dashboard
PrototypeA cleaner way to read ISO interconnection queue pressure.
Decision Impact
Turns ISO queue noise into a go/no-go market-entry view for developers and investors.
Queue movement and interconnection risk dashboard
PrototypeA geospatial intelligence map for funds, partners, competitors, and co-funding opportunities.
Decision Impact
Makes partner overlap, donor leverage, and geographic strategy visible at the portfolio level.
Fund intelligence command center
PrototypeA legal workflow prototype for quickly separating routine NDA work from real deal risk.
Decision Impact
Separates routine NDA review from real deal risk before legal time gets spent.
NDA review, risk flags, and trial activation flow
PrototypeA small operating system for recovering revenue from stalled sales conversations.
Decision Impact
Finds leverage in stalled pipeline without needing a new acquisition channel.
Dormant revenue recovery queue
PrototypeA heavily iterated prediction-market automation system that treats execution discipline as the product.
Decision Impact
Turns fast crypto-market movement into an inspectable trade/skip decision with guardrails.
Execution guard
15m+ market automation
Cap
$20
Iterations
100s
Mode
Guarded
Freshness, edge, bankroll cap, no-trade reasons, and hundreds of strategy iterations.
OSS work around Claude Code workflow discipline, MCP visibility, public API access, and Infisical Agent Vault diagnostics.
Decision Impact
Makes AI and MCP development more inspectable, repeatable, and easier to trust.
Developer workflow
Spec → Build → PR → Review
Mode
OSS
Focus
AI dev
Goal
Repeatable
Claude Code workflow structure, MCP visibility, public API tools, and Agent Vault diagnostics.
An AI reporting intelligence engine for turning ad-platform exports into growth recommendations.
Decision Impact
Turns scattered ad-platform exports into a faster optimization recommendation loop.
Ad reach impact dashboard
PrototypeA spaced-repetition system for training senior engineering judgment and situation recognition.
Decision Impact
Turns senior engineering judgment into repeatable pattern recognition instead of waiting years for painful exposure.
Senior engineering judgment trainer
LiveA Rust trust-boundary inspector for W3C Verifiable Credentials and DID proof wiring.
Decision Impact
Shows credential trust-boundary failures before a team relies on a verifier flow.
Trust report
Pass / warn / fail
Lang
Rust
Boundary
Trust
Output
JSON/MD
Credential structure, DID proof wiring, and verification readiness.
Tell Me About Your Project
Tell me what people are trying to do, where the current path breaks, and what kind of useful answer should exist.
Market Gap
Demand exists, but the answer is missing.
Workflow Drag
The work is still too manual, slow, or scattered.
Product Wedge
A small surface could prove the larger opportunity.