Subbu Iyer
Product leader with 13+ years turning complex healthcare data into products people rely on. I bring deep domain expertise in regulated industries with hands-on AI product strategy.
I didn't pivot to AI. I evolved toward it -through increasingly complex data and product problems in environments where getting it wrong has real consequences.
My foundation is in regulated industries: clinical trials, medical devices, radiology software. That's where I learned that great products aren't just usable -they're trustworthy.
At Clarivate, I lead a portfolio of epidemiology and real-world data products, championing AI-enabled transformation -using ML to surface patterns with validation criteria to ensure accuracy.
I'm always looking for the next challenge: a role where I can combine domain depth with AI product strategy at a company that's serious about both innovation and quality.
Thoughtful AI integration where it amplifies human expertise. Pattern detection at scale with validation rigor.
Built usage metrics frameworks adopted across the product org. Turned data products into commercial engines.
Led platform relaunches with modern UX and extensible architecture. Built foundations for future AI capabilities.
Clinical trials, FDA/QMS, medical devices, epidemiology. I know the constraints that make healthcare products hard.
Building in public at the intersection of AI, automation, and product thinking.
MCP server that solves a key limitation in Claude's built-in WebFetch — it can't run JavaScript. render-fetch intelligently detects JS-rendered pages (SPAs, React apps) and automatically routes them through a real browser via Playwright. Fast static path (~200ms) when rendering isn't needed; browser automation (~2–3s) when it is. No manual configuration required.
Autonomous hyperparameter search system that trains a small GPT-style language model (7.3M params, RoPE + GQA) on a marketing-domain corpus. An iterative loop edits, trains, evaluates, and keeps improvements automatically -achieving 1.6196 val_bpb across 25 experiments on Apple Silicon.
More projects in the works -building tools at the intersection of AI, healthcare data, and product management.
See all repos on GitHubEach chapter built on the last.
Clarivate · Toronto, Canada
Leading strategy and execution for epidemiology and real-world data portfolio. Championing AI-enabled product transformation with validation rigor.
Clarivate · Toronto, Canada
Owned end-to-end roadmap and customer engagement for epidemiology and RWD products. Launched new platform with enhanced UX and extensible architecture.
Axiom Real-Time Metrics · Toronto
Led validation across 25+ clinical studies spanning sleep disorders to oncology. Drove product and process improvements for the clinical trial suite.
SDLC Partners / Bayer · Pittsburgh, PA
Managed testing for 30+ software projects for Bayer Radiology. Established QA methodology and automation strategies under Agile/Scrum.
Morgan Corporation · Corsicana, TX
Managed 120-person team across engineering, production, and QA. Created policies for quality assurance and best practices.
Zimmer Biomet · Nortek · Oracle · Capita
Built the foundation: manufacturing engineering ($2M+ savings at Zimmer Biomet), software QA at Oracle, and process improvement across regulated environments.
Writing about AI, product management, and the space between.
Interested in working together? Drop me a note.