Insights from our Team blogs

Explore our blogs to discover how ML can accelerate your career, get insider tips on FAANG interview prep, and dive into technical insights that give you a competitive edge.

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How to Turn an Interview Rejection into an Offer Next Time

How to Turn an Interview Rejection into an Offer Next Time

Santosh Rout Santosh Rout

1: Introduction: Rejection Is Not the End, It’s Feedback in DisguiseEvery engineer knows the sting of seeing that dreade...

28 min read
Oct 1, 2025
What FAANG Recruiters Really Look for in ML Engineers

What FAANG Recruiters Really Look for in ML Engineers

Santosh Rout Santosh Rout

1: Introduction: Why FAANG ML Roles Are DifferentMachine Learning (ML) engineers are in high demand everywhere, from scr...

28 min read
Oct 1, 2025
The Hidden Curriculum of FAANG Interviews: What Bootcamps Don’t Teach

The Hidden Curriculum of FAANG Interviews: What Bootcamps Don’t Teach

Santosh Rout Santosh Rout

1: Introduction: Why Bootcamp Prep Isn’t EnoughCoding bootcamps have exploded in popularity over the last decade, promis...

27 min read
Oct 1, 2025
Top 25 ML LLD Questions for FAANG Interviews 2025

Top 25 ML LLD Questions for FAANG Interviews 2025

Santosh Rout Santosh Rout

IntroductionNetflix’s recommendation system saves them $1 billion annually by keeping subscribers hooked. That’s the pow...

13 min read
Apr 6, 2025
Top 25 ML HLD Questions for FAANG Interviews 2025

Top 25 ML HLD Questions for FAANG Interviews 2025

Santosh Rout Santosh Rout

1. Introduction: Why HLD Skills Make or Break Your FAANG ML InterviewIf you're preparing for a machine learning intervie...

17 min read
Apr 4, 2025
ML Engineer vs AI Engineer vs Data Scientist: Roles & Salaries

ML Engineer vs AI Engineer vs Data Scientist: Roles & Salaries

Santosh Rout Santosh Rout

Introduction: Why This Guide MattersIf you're preparing for machine learning interviews, you’ve probably seen job titles...

8 min read
Apr 3, 2025
The Complete Guide to ML Phone Screens: Top 25 Questions & How to Answer Them

The Complete Guide to ML Phone Screens: Top 25 Questions & How to Answer Them

Santosh Rout Santosh Rout

If you’re reading this, you’re likely preparing for a machine learning (ML) interview and feeling a mix of excitement an...

14 min read
Mar 28, 2025
Ace Your BYD ML Interview: Top 25 (11-25) Questions and Expert Answers

Ace Your BYD ML Interview: Top 25 (11-25) Questions and Expert Answers

Santosh Rout Santosh Rout

Questions 1-10Deep LearningDeep learning is where ML gets futuristic—crucial for BYD’s advanced tech. Q11: What’s a...

20 min read
Mar 26, 2025
Ace Your LinkedIn ML Interview: Top 25 Questions and Expert Answers

Ace Your LinkedIn ML Interview: Top 25 Questions and Expert Answers

Santosh Rout Santosh Rout

1. IntroductionIf you’re a software engineer or data scientist aiming to land a Machine Learning (ML) role at LinkedIn,...

19 min read
Mar 17, 2025
Ace Your Deloitte ML Interview: Top 25 Questions and Expert Answers

Ace Your Deloitte ML Interview: Top 25 Questions and Expert Answers

Santosh Rout Santosh Rout

1. IntroductionIf you’re a software engineer aspiring to land a machine learning (ML) role at Deloitte, you’re probably...

30 min read
Mar 13, 2025
Ace Your Uber ML Interview: Top 25 Questions and Expert Answers

Ace Your Uber ML Interview: Top 25 Questions and Expert Answers

Santosh Rout Santosh Rout

1. IntroductionIf you're a software engineer aspiring to work at Uber, you already know that machine learning (ML) is at...

13 min read
Mar 10, 2025
Ace Your Hugging Face ML Interview: Top 25 Questions and Expert Answers

Ace Your Hugging Face ML Interview: Top 25 Questions and Expert Answers

Santosh Rout Santosh Rout

If you're preparing for a machine learning (ML) interview at Hugging Face, you're likely excited—and maybe a little nerv...

14 min read
Mar 7, 2025

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