Quick Responder
5.0
(12 reviews)
6+ YoE in building production-grade AI/ML services
Singapore
Speaks English and Chinese
Active yesterday Usually responds in a few hours

Services

$480 / month

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  1. 1 Free intro call
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  2. 2 Ongoing calls + chat
    2 calls per month, unlimited Q&A.
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MentorCruise summary

Sheng Wei is a Lead Machine Learning Engineer at Grab with more than six years of experience building production AI and ML services. He has also worked at DataRobot and Goldman Sachs, and has progressed from junior engineer to lead engineer. He helps engineers prepare for ML, software engineering, and system design interviews, strengthen resumes and job applications, and work toward promotions.

Based on 7 verified mentee reviews

  • Reviewers often praise his detailed guidance on machine learning and system design questions.
  • Mentees value his preparation for mock interviews, job applications, and career next steps.
  • Several reviewers describe thoughtful, personalized support, including action plans and advice tailored to their situation.

About

Hi there, I'm Pang. As a software-engineer turned ML Engineer + Data Scientist, I love helping others achieve their dream career in tech. The tech industry is tough, wether its job hunting, preparing for interviews or getting promoted, trust me, I've been there. For the past 5 years, I've received full-time offers and worked in several reputable companies such as Grab, DataRobot and Goldman Sachs. I've gotten promoted twice at the same company from junior (L3) to senior (L4) to lead (L5) within a span of 3 years. The skills and strategies that i've developed are secrets that others usually don't tell you about.

In my everyday work, I solve AI problems end-to-end
- large scale data processing and analytics using SQL, PySpark
- build cutting-edge ML models with PyTorch, Deep-Learning, Transformers, LLM Fine-Tuning, Multi-Modal Agentic-AI systems, Distributed-Training with Ray
- deploy production-grade inference optimized models (ONNX Triton, vLLM) that can scale over high QPS with batching

I will be able to help mentor you in these areas:
- Skills: grow in any area of AI/ML/SWE, pair programming, building a portfolio
- Job search: resume review, applying to companies, negotiating offers
- Interview Prep: Mock interviews for software-engineering, data-science, machine-learning
- Career Guidance: getting promoted, succeeding in your projects, building strategic relationships
- Consulting: AI/ML/SWE technical advice, guidance, implementation

How we will work together
1. we will first have an intro call to get to know each other a little better. we will discuss your situation and needs and I will come up with an action plan for you
2. depending on the plan, we can implement regular check-ins depending on your preference (weekly, bi-weekly or monthly)
3. we will work together to achieve your goals. throughout the mentorship process, you can reach out to me anytime via email/messages

I look forward to hearing from you!

What mentees say

5 out of 5 stars

Sheng Wei Pang is very helpful and thoughtful. I would highly recommend him to people looking for preparation for LeetCode, ML engineering interviews, or system design interviews. He was genuinely excited to coach, and I look forward to working with him in the future.

Jeffrey

Jeffrey

Session: Mock Interview Prepar…

5 out of 5 stars

Pang is a fantastic mentor! I really appreciate his experience on system design questions, and he is incredibly thoughtful and detailed on many different problems and questions. He really pushes me to improve and grow, which is incredibly helpful.

Jeffrey

Jeffrey

Session: Mock Interview Prepar…

5 out of 5 stars

I had a very good conversation with Pang. He is attentive and pays attention to the details. He sounds thorough in ML topic. I am looking forward to our next session.

Esam

Esam

Session: Introductory Call

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What happens when you start

Today

You tell Sheng Wei your goals

They see exactly what you want to work on before session one.

Within hours

You book your free intro call

You talk through your goal and see whether you're a fit.

Your first week

You leave with a plan

Concrete next steps and a weekly rhythm to keep them going.

Start your mentorship