Case Studies
Human Interest
Employee Data Alerts
Built the platform's first automated data quality product. Reduced incoming data discrepancies 28% across 1M+ daily records.
Human Interest
SECURE 2.0 Auto-Enrollment
Made the product call to retroactively auto-enroll 40K eligible employees. Grew plan participation to 67% and delivered $3.2M ARR.
Bossa Nova Robotics
KPI Tree & Customer Outcomes
Built a KPI tree that shifted the company from technical robot metrics to customer business outcomes. 25% improvement in core metrics.
Bossa Nova Robotics
Operational Efficiency
Founded Data Health team. Improved case routing, doubled technician capacity, saved $450K/yr.
Self-Initiated Concept
RosterGuard Productization
Self-initiated strategy brief to productize an ML tool into a self-serve enterprise product with $600K+ ARR potential.
Side Projects
AI PM Coaching System
7-agent architecture, automated newsletter curation, 90% time reduction in weekly industry research.
Vermillio ChatGPT App
Product brief for a ChatGPT integration that turns creator protection queries into a discovery channel.
Job Fit Analysis App
Prototype analyzing candidate-role fit with 4 specialized AI agents. Built with Lovable and Relevance.AI.