Proof of Work
Real results across startups, scaleups, and enterprise teams.
Market Validation & Community Growth
De-risking your investment by proving the market demand first.
Community-Led Beta
Led a North Star metrics workshop and beta launch, onboarding early users and setting up analytics to capture real product feedback.
Precision Targeting
Analyzed ~500 data points to identify underserved segments, validating the business case with hard data before marketing spend.
Managing Scale & Complexity
Building systems that handle millions of users and strict regulations.
0-to-1 Enterprise PropTech
Led the product roadmap for ManageSpace, launching an enterprise-grade property management platform across U.S. and Canadian markets.
Public Sector Delivery
Delivered enterprise-grade products to clients ahead of schedule to improve public access.
Global Infrastructure
Managed the digital delivery of a 511 transit platform, coordinating 50+ API integrations across multiple regions.
AI Strategy & Implementation
Building revenue-generating AI utility, not just slapping an 'AI' label on products.
AI Reliability
Annotated and evaluated conversational data for an AI chatbot, building expertise in AI quality, hallucination mitigation, and data integrity.
VibeCoding & Rapid Build
Built a beta-ready full-stack SaaS in 2 weeks using AI-assisted development, proving rapid MVP delivery without an engineering team.