$500 / month
3 calls per month (60min/call)
Unlimited Q&A via chat
Expect responses in 24 hours or less
Hands-on support
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.
5 out of 5 stars
Xun is an exceptional mentor who knows exactly what it takes to reach the Staff level. Before working with her, I felt stuck and unsure of how to bridge the gap to the next stage of my career. Xun provided the critical insights I needed to unblock myself and, more importantly, the conviction that I could actually get there. Her feedback is incredibly specific, grounded in her deep experience as an ML Engineering Manager who has successfully coached her own engineers to Staff. She helped me demystify what "Staff-level impact" looks like and turned our high-level strategy sessions into a concrete action plan that I’ve already begun executing with my manager. If you’re looking for a mentor who balances big-picture vision with practical "next steps," Xun is the person you want in your corner.
Lite Plan • 4 months
5 out of 5 stars
Xun is super valuable to anyone who wants to navigate their career or prepare for interviews. We had a few sessions to mock behavioral and deep dive interviews and I came out of it full with actionable actions for improvement and confident that I can translate it to success. Highly recommended coach!
Lite Plan • 2 months
5 out of 5 stars
I was glad that I had several calls with Xun. She managed to prepare me for a behavioural and system design interview at a big tech company using just a few sessions (offer received!). She was very engaged in conversation, and her comments and advice were always exact and understandable. I would highly recommend Xun and hope to speak with her again later during my career development
Lite Plan • 7 months
Notify me when Xun has new spots
We will send you a quick email if Xun has new open spots for mentorship, and only in that case!
Book a free intro call with Xun
Connect with Xun in a quick call (usually under 30 minutes)
One-off sessions with Xun
One-off sessions are a great option if you're looking for specific advice on a certain topic.
I’m a hiring manager with over 10 years of experience interviewing machine learning engineers, software engineers, engineering managers, and technical leaders. I’ve reviewed thousands of …
Consultation Session - Explore your background and discuss a personalized career growth strategy - Share and receive feedback on product ideas, prototypes, or technical direction …
In this session, I will act as a technical interviewer or hiring manager and guide you through a standard interview procedure. I’ll simulate a realistic …
What's included in the trial?
Every trial is a little different–here's what Xun says about their trial:
We'll meet for a quick call (usually under 30 minutes) where we:
- Break the ice and introduce ourselves
- Discuss your goals and how I can support you
- Coordinate logistics like time zones, meeting frequency, and communication methods
