$180 / month
2 calls per month (30min/call)
Unlimited Q&A via chat
Expect responses in 2 days
Hi, I am a Senior Machine Learning Engineer and the ML lead for a 30+ person organization at a major FAANG company. I specialize in e2e machine learning, helping technical professionals take full ownership of the full ML lifecycle, moving projects from initial experimentation to global production scale.
Throughout my career, I have led personalization initiatives for over 400M customers, driving $600M+ in annual revenue. I bridge the gap between "Science" and "Engineering," turning Jupyter notebooks into robust, production-ready systems using AWS (SageMaker/Bedrock).
The Hiring Insider: I am actively involved in the hiring process and final hire decisions for my organization. Having conducted 150+ technical interviews across Coding, ML System Design, and Behavioral loops, I know exactly what technical signals and leadership traits result in a "Strong Hire" recommendation.
How I Help You: Whether you are an SDE, Data Analyst, or Data Engineer, I provide the tactical blueprint to help you:
- Master the full lifecycle of ML to lead high-impact initiatives.
- Translate your current skills into the production-ready language FAANG recruiters look for.
- Navigate the interview bar with direct feedback from an active decision-maker.
5 out of 5 stars
Xiang was a very good mentor and helped me further my career goals. He is very kind and encouraging.
Standard Plan • 2 months
Mentees who work with a mentor for 3+ months reach their goals 2x faster than those going it alone. Long-term mentorship means fewer false starts, more focused sessions, and support that builds week after week.
97% satisfaction across all mentors
Personalized feedback and growth plans
Trusted by thousands of mentees
Xiang Liu
Senior Machine Learning Engineer at None
Enter your email and we'll let you know when Xiang has open spots. You'll also get a link to manage your wishlist – no account needed.
Book a free intro call with Xiang
Connect with Xiang in a quick call (usually under 30 minutes)
One-off sessions with Xiang
One-off sessions are a great option if you're looking for specific advice on a certain topic.
An introductory call is a simple way to get to know a mentor before committing to ongoing mentorship. This session gives you the chance to …
Your resume often decides whether you get the interview or get overlooked. This MentorCruise session is designed to help you strengthen your resume so it …
Whatever doesn't fit the mold: Get 30 minutes with a mentor to discuss your needs. Be it help with some code, discussing through an issue …
Career growth rarely happens by accident. This MentorCruise session is designed to help you build a clearer roadmap for where you want to go next …
Interview preparation is about showing up with clarity, confidence, and a strong sense of how to present your experience. This MentorCruise session is designed to …
Whatever doesn't fit the mold: Get a full hour with a mentor to discuss your needs. Be it help with coding something, deciding on a …
