A.M.A - 30 Minutes

with Xiang Liu

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30 min Book a time instantly 4.9 8 reviews

Continue to booking – $100

Xiang Liu

Senior Machine Learning Engineer

$100 one session

4.9 8 reviews 🇺🇸

Continue to booking

Scheduling conflict? No-show? Cancel session & get your money back instantly.

Only 4 spots left

About this session

Ask me anything.

Your mentor

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.

What mentees say

4.9 (8 reviews)

“I had another excellent mentoring session with Xiang, and once again, his feedback was extremely valuable. He provided thoughtful, insightful, and practical guidance that helped me better understand how to strengthen my…”

Nirmin

Session

“Once again, Xiang is a GREAT, EXPERIENCED MENTOR. This is my 3rd mock interview session with him, and he gave me valuable feedback and excellent directions. Xiang is a truley knowledgable engineer in LLM/VLM large scale…”

Nirmin

Session

“Xiang is a great mentor. He is always available and very fast to respond while paying attention to details. He is very experienced and helped me a lot on my journey to grow in my career.”

Mazyar

Standard Plan · 5 months

“Xiang has deep expertise in large scale ML problems. Really helpful to master the approach to ML problems.”

Yasar

Lite Plan · 1 month

“Xiang is an awesome mentor. I learned a lot and enjoyed my time. Within the first few sessions there was a lot of info, we discuss ML algorithms, ran through workflows in AWS sagemaker, walked through building a chatbo…”

Standard Plan · 4 months

Frequently asked questions

What exactly is a session?

A session is a focused one-on-one call with your mentor. Use it to get feedback, work through a specific problem, review your work, or get unstuck. You reserve up to 30 min of their time.

How do I pick a time?

After checkout you pick a slot from Xiang's live availability, and it's confirmed on the spot.

How does the session take place?

Sessions happen over video call. Your mentor shares the meeting link ahead of time, so all you need is a quiet spot and a stable connection.

Can I reschedule?

Yes, up to 24 hours before the session. Message your mentor and find a new time that works for both of you.

What if my mentor doesn't show up?

You're protected. If a mentor is a no-show, it takes one click to cancel and get your money back, no questions asked.

How do refunds work?

You pay securely by card at checkout. If the session can't go ahead, you can cancel and get your money back instantly from your dashboard.

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