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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LLM Engineering Interviews: How to Prepare for Prompting, Fine-Tuning, and Evaluation

LLM Engineering Interviews: How to Prepare for Prompting, Fine-Tuning, and Evaluation

Santosh Rout Santosh Rout

Introduction: Why LLM Engineering Interviews Are DifferentOver the past few years, machine learning interviews have gone...

27 min read
Sep 29, 2025
Career Pivots in the Age of AI: How to Transition Successfully

Career Pivots in the Age of AI: How to Transition Successfully

Santosh Rout Santosh Rout

I. Introduction: The AI Career CrossroadsIt’s 2025, and artificial intelligence isn't just trending—it's completely rede...

7 min read
May 16, 2025
Soft Skills Matter: Ace 2025 Interviews with Human Touch

Soft Skills Matter: Ace 2025 Interviews with Human Touch

Santosh Rout Santosh Rout

Introduction: The Silent Game-Changer in ML InterviewsPicture this: A brilliant machine learning engineer—let’s call him...

15 min read
May 9, 2025
Skills-Based Hiring in 2025: What ML Job Seekers Need to Know

Skills-Based Hiring in 2025: What ML Job Seekers Need to Know

Santosh Rout Santosh Rout

The year is 2025, and Skills-Based Hiring has completely rewritten the rules of tech recruitment. Just three years ago,...

5 min read
May 8, 2025
AI in Interviews: Friend or Foe in the 2025 Job Market?

AI in Interviews: Friend or Foe in the 2025 Job Market?

Santosh Rout Santosh Rout

Introduction: The AI Interview Era Is HerePicture this: You’ve spent months grinding LeetCode, perfecting your resume, a...

7 min read
May 6, 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 BYD ML Interview: Top 25 (1-10) Questions and Expert Answers

Ace Your BYD ML Interview: Top 25 (1-10) Questions and Expert Answers

Santosh Rout Santosh Rout

Picture this: You’ve landed an interview for a machine learning role at BYD, a global leader in electric vehicles (EVs)...

22 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

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