Fei G.
AI and Generative AI Leader in Digital Healthcare and Life Sciences
- Role
- Sr Manager, Machine Learning and Ai at Thermo Fisher Scientific
- Location
- Carlsbad, CA, US
- LinkedIn followers
- 500 followers
About Fei G.
Strategic and results-oriented leader with over 12 years of experience in the medical…
Experience
Sr Manager, Machine Learning and Ai
Feb 2022 — Present · Carlsbad, CA, US
Lead global teams (core team in US and expanded team in India) specializing in AI/ML, GenAI (LLM focused), data science, and data engineering in data lake.(>10 total). Collaborate with executive leadership to develop a compelling AI and Generative AI vision, own and execute the division-level AI and GenAI technology roadmap. The roadmap focuses on multiple customer-facing, revenue-generating projects for all 5 business units in 2025, projected to generate multi-million-dollar revenue. Establish and chair the AI and Generative AI steering committee to drive the AI and GenAI adoption and development support scientists and engineers across multiple Thermo Fisher business divisions, scaling engineering standards and best practices for AI and GenAI.4. Architect and implement a suite of 5 LLM-based GenAI automation tools — including a scientific chatbot, a RAG based knowledge scope, and a requirement generator — to streamline R&D knowledge sharing and process improvement, shortening key decision-making time by up to 70% with projected over 1M saving per year. Pioneer scalable AI solutions focusing on scientific experiment automation and instrument health visioned for our 10k+ installation base.6. Own and scale an AWS-based Data Lake infrastructure using key components. This infrastructure powered AI and GenAI development and enabled the migration of many 10-year-old on-premises applications to the cloud for R&D. Leverage expertise across both AWS and Azure platforms to optimize AI and LLM based development.7. Built high-performing, cross-functional teams with a strong learning culture, aligning organizational strategy with personal development goals. Mentored 6 junior scientists and engineers specialized on AI, GenAI and AWS development over the past two years.8. Proven track record of regulatory clearance of AI/ML solutions (US FDA, CE, Japan FDA, China FDA, etc.)
Education
Zhejiang University
Ph.D.
2004 — 2009
Ocean University of China
B.S.
2000 — 2004
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.