Microsoft Principal ML Engineer

4.75

Review score

19

Sessions done

89.41%

Re-book rate

About

Hey everyone – I’m ******* , a Principal Applied ML Engineer with over 13 years of experience, including leadership roles at Meta, Google, Microsoft, Amazon and Samsung. I specialize in Machine Learning System Design, Large-Scale AI Systems, and Generative AI. I’ve led global ML teams, deployed LLMs at scale, and built systems that protect billions of users from phishing and fraud. I’ve conducted 1000+ interviews across ML system design, general system design, behavioral, and data science roles – so I have a solid sense of what top companies look for. I like to tailor my mock interviews to match senior/staff+ level expectations and focus on helping candidates clearly communicate their thinking. Typically, I run a 45-minute mock session followed by 15 minutes of actionable feedback – though I’m happy to adapt based on your preference!

Experiences

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Principal ML Engineer

Microsoft

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Principal Software Engineer

Amazon

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Staff Software Engineer

Meta

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Senior Machine Learning Engineer

Samsung

Recieved offers from

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Scale AI

Session types support

Behavioral
Coding
System Design
Phone screen (SQL+Python)
Analytical
Googleyness & Leadership
Product Design
SQL/ETL
ML System Design
ML / Modeling
ML Knowledge
ML Case
Data Modeling
Machine Learning
Technical
DS Phone screen
DS Analytics Phone screen
Applied Data
Statistics
SQL
DS Technical Skills
Big Data
Product Sense
Technical Project Retrospective
Leadership
Role Related Knowledge
Quantitative Analysis
Technical Analysis
Whiteboarding/problem solving
Infrastructure
Algorithms
Debugging
General Cognitive Ability
Databases
Technical Project Deep-dive
Situational
Case Study
Technical/competency based
Problem Solving
Project Retrospective
Building Management & Eng Culture
Leadership & Drive
Career Conversation
Leadership (People/XFN)
Leadership (Org/Product Vision)
Technical Vision
Partnership
Full Stack
DS Analytical Reasoning
DS Analytical Execution
Analysis case
Product Leadership
XFN Leadership
Product Interpretation
Organizational Design
Resume Review
Take Home Assignment
Skills
PM Technical
Tech-Behavioral Mix
HM Initial Interview
Phone Screen
Portfolio Presentation
Initial Screen
Code Review
Communication & Collaboration
Quantitative Research
Data Architecture
Qualitative Research
Homework Assignment
Product Marketing
Pair Programming
Cross-functional Skills
Database Design
Business Leadership & Strategy
People Management
General PMM interview
Program Management
Program Sense
Product Case
Metrics and Experimentation
Analytics Case
Data Visualization
Technical Knowledge
Javascript
Embedded System Design
Technical Discussion
Embedded Coding
Programming
DOM Manipulation
Bug squash / Bugfixing
Computer Architecture
Integration
Non-leetcode coding
Culture Fit
Learning
Decomposition
Testing Skill Assessment
Bar-raiser
Design
Service Ownership
Technical Design and Architecture
Product Strategy
Product Execution
Networking
GTM

1 - 3 of 5

On-time

High relevance content

High quality simulation

Enjoyable session

Professional and learned about interview skills.
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Senior Applied Scientist

17 Oct 2025

On-time

High relevance content

High quality simulation

Enjoyable session

It's exactly like a real interview
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Microsoft MLE

1 Sep 2025

On-time

High relevance content

High quality simulation

Enjoyable session

Thank you, it was great session. Full of learning.
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Meta MLE

20 Aug 2025

Coaching Options

Flexible SchedulingInstant Verbal Feedback

First Session, $20 off

FAQs