Ryan D.
Principal Product Manager @Vumedi
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WORK HISTORY
Principal Product Manager @Vumedi
San Francisco, CA, US
Spun up AI+data insights to enable sales with clients, now used in 100% of client calls- Driving Gen AI chapters (idea to launch), increasing session length by 40%+ & 15%+ engagement- Writing evaluations for Generative AI features using rubrics & ranking metrics using LLM-as-a-judge- Hands-on agent, context-engineering & workflow prototyping in Python/VS Code.
EDUCATION
Concordia University
Bachelor's degree, Computer Science, Software Systems
Santa Clara University
Master of Business Administration - MBA, Marketing, Finance
SKILLS
ABOUT RYAN D.
Principal Product Manager and ex-engineer building commercially focused generative AI products for doctors and pharma clients at VuMedi. Previously, I worked on Grammarly’s generative AI (before and after the launch of ChatGPT), end-to-end fintech at Eventbrite pre to post IPO ->(checkout, pricing, accounting, payouts), top-of-funnel B2B growth and conversion plus B2C purchase flows for SMB revenue at Yelp (pre to post IPO), and external and internal fraud prevention tools at PayPal. Before PM\'ing, I was a full-stack engineer building high-availability fraud protection systems, e-commerce products, 3D graphics, and I developed APIs for real-time rule-based agent communication.Today, my specialty is mid-funnel engagement and retention. I aim to deeply understand customer motivations, jobs-to-be-done and the key tasks that unlock retention, combine user interviews with product analytics, A/B tests, and cohort analysis, then shift to hands-on creation of lean prototypes—using wireframes or, for generative AI, Python/Jupyter workflows and agents—that evolve into scalable product experiences in B2B SaaS, fintech, and healthtech.
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