Suiyao
Career and interview coach for data scientists and applied scientists
| Hourly rate range | $75 to $150 an hour |
|---|---|
| Focus areas | |
| Works with | Engineers and Professionals |
Suiyao coaches data scientists and machine learning engineers on interviews, resumes and career moves. Suiyao is a working Applied Scientist with 6 years in tech, building AI and ML applications. Past roles include Senior Data Scientist at IBM. Suiyao has interviewed over 50 candidates for applied scientist, ML engineer and data scientist jobs, from junior to senior level. Sessions cover Generative AI, system design interviews and the move from research to production engineering.
What Suiyao helps with
Suiyao helps data and ML professionals prepare for technical interviews and move from research work into production engineering.
- Mastering Generative AI topics
- Preparing for system design interviews
- Moving from research or analytics to applied science and engineering
- Filling skill gaps between building models and building production systems
- Rewriting resumes to show engineering impact instead of a list of tools
- Practicing machine learning and AI focused interview cases
- Improving problem framing, technical depth and communication in interviews
Who Suiyao works with
Suiyao works with data scientists, applied scientists and machine learning engineers. Clients range from people in research or analytics who want to move into applied science and engineering, to candidates getting ready for interviews at different levels of seniority.
Background and qualifications
Suiyao is an Applied Scientist in Palo Alto with 6 years of experience in the tech industry building AI and ML applications. Suiyao has interviewed over 50 candidates for Applied Scientist, Machine Learning Engineer and Data Scientist roles, from junior to senior levels. This gives Suiyao a clear view of how hiring committees weigh theoretical depth against engineering skill. Suiyao also reviews resumes for specialized roles as part of the job.
Suiyao pricing
Programs and services
- Mock interview sessions
- Resume review
- Career transition coaching
Suiyao reviews
The CoachVouch take
A working Applied Scientist who has interviewed over 50 candidates for data science and machine learning roles.
Best for data scientists and ML engineers preparing for applied science interviews or moving from research to production work.
Common questions
How much does Suiyao charge?
Coaching with Suiyao runs $75 to $150 an hour. Request an intro for an exact quote.
What does Suiyao help with?
Suiyao helps with mastering Generative AI topics, preparing for system design interviews, moving from research or analytics to applied science and engineering and filling skill gaps between building models and building production systems.
Does Suiyao help with the move from research to engineering?
Yes. Suiyao helps people move from research or analytics into applied science and engineering by finding and closing the gaps between building models and building production systems.
Does Suiyao run mock interviews?
Yes. Suiyao runs mock interviews with machine learning and AI focused cases and gives feedback on problem framing, technical depth and communication.
How do I contact Suiyao?
Request an intro on this page. It's free, and we'll connect you with Suiyao and, if you want, 2 or 3 similar coaches to compare.
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Last updated September 2026. Request a correction.