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