Services
$200 / month
Start free, decide later
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1
Free 7-day trial
No charge until day 7. Cancel anytime. -
2
Ongoing calls + chat
2 × 30-min calls per month, unlimited Q&A. Replies in 24 hours or less. -
3
No lock-in
Month to month, no contract.
About
Hi there! I am Liming Liu, Data Scientist at Meta and former DS Manager. Having conducted numerous DS/DA interviews and mentored multiple candidates to land top offers, I specialize in high-pressure, FAANG mock interviews and brutal, pinpoint diagnostics.
Who this is for:
This mentorship is designed specifically for professionals with a 2+ year data background who are ready to put in the reps to land high-paying DS/DA roles. We don't do passive coaching; we execute.
Whether you need comprehensive monthly mentorship or a targeted onsite prep for a Data Scientist / Product Analytics role, I tailor my approach to your pace.
What we focus on:
🎯 Product Sense & A/B Testing Deep Dive: Experimentation framework, metric design and diagnose and trade-offs.
🔥 High-Pressure Mocks: Real-world simulation mirroring actual FAANG hiring committee-level pressure, complete with frame-by-frame critique.
⚙️ Execution & Rigor: Overcoming statistical traps and navigating messy edge cases.
🗣️ Behavioral & Leadership: Rigorous cross-functional conflict, impact storytelling & leadership alignment simulations.
What mentees say
5 out of 5 stars
Liming is quite an amazing mentor! I had a product case study mock interview session with her and she gave me direct, detailed actionable feedback and helped me see exactly where I need to improve before the actual interview. Highly recommended!
Laura
Session: DS / DA Interview Moc…
5 out of 5 stars
Jimi
Standard Plan • 5 months
Get to know Liming
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Article 5 min read7 Game-Changing Strategies for Using Cold Emails in Your Data Science Job Search
A 40% increase in interview response rate by applying these tips and tricks in the cold emails according to my …
Read more
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Article 5 min readCrack the FAANG Probability Interview Questions (3 Examples and Solution Template)
Probability questions are frequently tested in the technical interviews for Data Scientist, Data Analyst even ML Engineer. In this article, …
Read more
What happens when you start
You tell Liming your goals. They see exactly what you want to work on before session one.
You meet within days. Liming reviews your application and books your first session, usually within a day or two.
You leave with a plan. Concrete next steps and a weekly rhythm from your very first week.
