4.5
(2 reviews)
6+ years of experience in AI, ML, Applied Science
United States of America
Speaks English and Chinese
Active today Usually responds in half a day

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About

Breaking into top-tier Applied Scientist and MLE roles requires more than just coding skills—it requires deep statistical intuition and the engineering maturity to take models to production.

I am an Applied Scientist with 6+ years of industrial experience and a 14-year background in statistical modeling and advanced analytics. I specialize in helping professionals bridge the gap between 'running experiments' and building scalable, production-grade AI systems (including LLMs and Generative AI).

I primarily mentor aspiring Applied Scientists, Data Scientists and MLEs who want to:

Crack the Interview: Master the specific, high-bar loops for Applied Scientist and MLE roles—focusing on ML System Design, GenAI/LLM concepts, and statistical fundamentals.

Transition to Applied Science and Engineering: Move from pure analytics/research into building end-to-end production pipelines.

Deepen Technical Skills: Go beyond the basics of model training into advanced fine-tuning, system architecture, and real-world deployment strategies.

What mentees say

5 out of 5 stars

In the career roadmap & promotion strategy, Suiyao was very knowledge as I discussed my career path in fraud detection and applied machine learning where I have key actionable takeaways from the session. Highly recommend.

dylan

Dylan

Session

4 out of 5 stars

Hong

Hong

Standard Plan • 4 months

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