Portfolio
Data products, consulting, and solo ventures. From 0 to $9M ARR at NeuroBlu to shipping five products solo with Claude Code.
A proof record for the work: commercial healthcare data products, the operating model behind them, and AI-native builds that show how the model transfers into new product categories.
NeuroBlu Analytics
Product story: Built a healthcare analytics platform that turns complex clinical data into real-world evidence, clinical decision support, and pharma commercial intelligence workflows.
Evidence: Grew from concept to $9M ARR, 36M patient records, Epic certification, FDA-cleared workflows, and enterprise adoption across healthcare and life sciences buyers.
Leadership signal: Commercial product ownership across strategy, roadmap, data quality, evidence design, enterprise sales support, and adoption.
ReviveHealth Market Profiler
Product story: Turned healthcare market data into a strategic planning product for health system growth, competitive intelligence, and executive decision-making.
Evidence: Grew billable revenue 225% over four quarters, crossed $1M ARR, and served 12+ health system clients.
Leadership signal: Productized an agency capability into a repeatable commercial offer with clearer packaging, case-study proof, and buyer-facing workflows.
HCA Patient Experience Platform
Product story: Built enterprise patient experience analytics that replaced manual reporting and helped operators understand performance across divisions, facilities, and patient populations.
Evidence: Deployed across 175 hospitals and 1,500+ users, saving roughly 120 hours per month in division-level reporting work.
Leadership signal: Provider-side product judgment: clinical operations context, stakeholder translation, adoption constraints, and analytics that fit the rhythm of healthcare operations.
DPOS — Data Product Operating System
DPOS is the public model behind the work: people, process, product, and platform organized around decision infrastructure. It translates the pattern from NeuroBlu, ReviveHealth, and HCA into a repeatable way to build data products that create action instead of dashboard sprawl.
Develop analysts, data leads, and PMs into product-minded operators with clearer ownership and stronger judgment.
Install briefs, prioritization, decision logs, and feedback loops that make data work easier to steer.
Shape analytics into adopted workflows, packaged offers, and customer-facing products people trust.
Make the technical foundation reliable enough to support decisions, evidence, and AI-assisted workflows.
ThinkHaven
Product story: AI decision accelerator for pressure-testing strategy before high-stakes meetings.
Evidence: Produces decision logs, lean canvases, and anti-sycophantic feedback by design.
Signal: Shows the DPOS pattern applied to executive decision infrastructure.
InstantDoc
Product story: AI clinical triage platform co-founded with Jon Pangia, MD, to route patients to the right level of care.
Evidence: Combines GenAI-powered intake with validated clinical protocols and healthcare operating context.
Signal: Healthcare AI product judgment under clinical-risk constraints.
PM Archetype
Product story: Product management career assessment with AI coaching for PM clarity.
Evidence: 23-question assessment, 5 archetypes, and an AI coach that converts assessment output into career guidance.
Signal: Fast product packaging, coaching system design, and agent-assisted execution.
S2N Health Product Strategy
Built product strategy from scratch in 3 months: product strategy, GenAI training, RICE prioritization, 90-day AI readiness, and handoff to permanent product leadership.
GenAI for Business Leaders
Hands-on executive training for applying GenAI to real work: prompts, CLI workflows, decision support, and industry-specific use cases.
CensusChat
Plain-English querying over US Census data with DuckDB, MCP, and structured data access. A small but useful proof of AI interface design over serious datasets.
View on GitHub →Need the operating model applied to a data team, healthcare AI product, or commercial analytics platform?
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