At Elsevier, I’m driving product and technical scope for a 0-to-1 GenAI collaborative platform, working with Product, UX, AI Research Scientists, and Engineering. I define roadmaps and evaluation criteria for LLM workflows, balancing latency, hallucination risk, and researcher trust.
On Scopus, I partnered with Product and UX to ship user-facing features for a platform serving 4M+ researchers and contributed to its Next.js modernization. I also established front-end testing and design system standards and mentored graduate and junior engineers.

