5.0
(17 reviews)
Engineering Manager | ML Practitioner | Interview Coach for ML, EM, and System Design
United States of America
Speaks English and Chinese
Active today Usually responds in a few hours

Services

$500 / month

Personalized career growth plan. ML / System Design / TL / EM interview preparation.

3 calls per month (60min/call)

Unlimited Q&A via chat

Expect responses in 24 hours or less

Hands-on support

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About

Machine Learning practitioner with 10+ years of experience scaling data systems at top-tier Silicon Valley companies. I’ve led impactful projects across Machine Learning, Recommender Systems, and large-scale infrastructure, and have been a people manager for over seven years. I actively interview ML Engineers and Engineering Managers, giving me a sharp lens into what top companies look for.

I’m happy to support you with:
- Resume reviews
- Mock interviews: system design, ML design, behavioral, project deep dive, and Engineering Manager interview
- Presentation rehearsals
- Role-playing critical conversations (e.g., asking for a raise or promotion)
- Career transitions: into management or into Machine Learning
- Career growth topics that matter to you (e.g., goal setting, project planning)
- Deep dives into ML technical topics of interest

Whether you're preparing for your next big opportunity or navigating a career pivot, I’ll meet you where you are and help you move forward with clarity and confidence.

What mentees say

5 out of 5 stars

Thanks, Xun! My mentorship with Xun was great. The feedback I got from the ML design, modeling, and behavioral was actionable and helpful. The bulk of my sessions were in ML and I found them really helpful in what interviewers were looking for. I would highly recommend Xun if you’re looking to interview prep!

Anthony

Anthony

Lite Plan • 3 months

5 out of 5 stars

Viktor

Viktor

Session: Mock Interview

5 out of 5 stars

I had a great session with Xun, and would definitly recommend to others! She came prepared, provided helpful and insightful feedback, both on the information I provided in advance as well as in our conversation.

Eyal

Eyal

Session: Consultation

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