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.

Next webinar starts in

Days

Hrs

Mins

Secs

How to Approach Ambiguous ML Problems in Interviews: A Framework for Reasoning

Santosh Rout

Section 1 - Introduction: The New Reality of Ambiguous ML InterviewsYou’ve prepped for months. You know your gradient bo...

23 min read

Oct 24, 2025

Graph Neural Networks (GNNs) in ML Interviews: Key Concepts and Questions

Santosh Rout

Section 1 - Introduction: Why GNNs Are Showing Up in ML InterviewsUntil recently, graph-based reasoning was a niche topi...

23 min read

Oct 24, 2025

How to Showcase Open-Source Contributions in ML Interviews

Santosh Rout

Section 1 - Introduction: Why Open Source Is the New Résumé for ML EngineersFive years ago, the fastest way to land a ma...

21 min read

Oct 23, 2025

How to Handle Curveball Questions in ML Interviews Without Freezing

Santosh Rout

Section 1 - Introduction: When the Brain Freezes Before the Code DoesEvery engineer has faced it, that moment in an inte...

24 min read

Oct 23, 2025

AI Coding Assistants in Interviews: Should You Use Them or Not?

Santosh Rout

Introduction - The New Dilemma for Modern EngineersTen years ago, a coding interview tested one thing: your logic u...

23 min read

Oct 22, 2025

Building Confidence for ML Interviews: A Neuroscience-Based Approach

Santosh Rout

Introduction - The Hidden Variable That Shapes Every ML InterviewYou can master every model architecture, understand eve...

22 min read

Oct 22, 2025

How to Demonstrate Collaboration Skills in Technical ML Interviews

Santosh Rout

Section 1: Introduction - The Overlooked Skill That Decides Technical SuccessWhen preparing for machine learning intervi...

22 min read

Oct 21, 2025

How AI Is Changing the Role of Technical Recruiters in ML Hiring

Santosh Rout

Section 1: Introduction - “The New Reality of AI in Recruiting”It used to be simple.Technical recruiters sourced candida...

22 min read

Oct 21, 2025

From Model to Product: How to Discuss End-to-End ML Pipelines in Interviews

Santosh Rout

Section 1: Introduction - Why “End-to-End” Thinking Is the Real Interview SuperpowerThere’s a point in every ML engineer...

22 min read

Oct 17, 2025

How to Think Aloud in ML Interviews: The Secret to Impressing Every Interviewer

Santosh Rout

Section 1: Introduction-The Skill That Separates Good ML Candidates from Great OnesMachine learning interviews aren’t ju...

22 min read

Oct 17, 2025

Cracking ML Take-Home Assignments: Real Examples and Best Practices

Santosh Rout

Section 1: Introduction - Why ML Take-Home Assignments Are the Real Test of Practical SkillMachine Learning (ML) intervi...

22 min read

Oct 16, 2025

The Future of ML Hiring: Why Companies Are Shifting from LeetCode to Case Studies

Santosh Rout

Section 1: Introduction - The End of the LeetCode EraFor years, LeetCode has been the universal gatekeeper of technical...

24 min read

Oct 16, 2025

Start Your Journey

Book a Cohort

Career Roadmap Call

Start Learning

Land Your ML Job

Next webinar starts in

Days

Hrs

Mins

Secs