I will coach you for an ai or ml system design interview at a top lab

United States

I speak English, Vietnamese, French

Senior AI Researcher and Software Engineer

I am a Senior AI engineer working on production LLM systems, currently building generative AI applications for FWD Insurance. I author a newsletter read by 16,000+ engineers covering LLM system design...
About this Gig

I wrote 1,141 pages on RAG interviews and a full guide to LLM system design interviews, and I publish to 20,000+ engineers preparing for exactly these loops. I have spent a year mapping where senior AI candidates lose the offer.


It is almost never the architecture. It is the follow-up question, the trade-off you skipped, and the number you could not produce out loud.


What you get:


- A mock round on the topic you choose: LLM system design, RAG, inference, agents, or classic ML system design

- Pressure on your answer the way a senior interviewer applies it, not a friendly walkthrough

- Written feedback naming the specific patterns that read as junior

- The arithmetic you are expected to do in the room: KV cache sizing, index memory, scaling laws, cost per token

- What to say when you do not know, which is a real interview skill most candidates get wrong


I will tell you where you actually are. If you are not ready for the loop you are aiming at, you will hear that, with the gap named and an order to close it in.


Message me with the role and the company and I will tell you what to expect.

Interview type:

Job

Experience level:

Associate

•

Senior

Service type:

Opinions & open questions

Industry:

Internet & Technology

•

Engineering

Target roles:

Data scientist

•

Machine learning engineer

Company expertise:

Google

•

Databricks

•

Nvidia

•

OpenAI

•

Scale AI

Session focus:

Mock interview

Language:

English

•

Vietnamese

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