With hands-on experience interviewing at 10+ leading product-based companies, global banks, and high-growth fintech startups — and conducting 50+ technical interviews myself — I offer structured, insider-driven interview preparation and career consulting for Data Science, Applied AI/ML, and GenAI roles.

I understand both sides of the table:

What candidates struggle with
What interviewers actually evaluate
How hiring decisions are truly made

What I Offer

1. End-to-End Interview Preparation

Resume deep-dive and positioning strategy
Technical preparation (ML, Statistics, System Design, GenAI, LLMs, Applied ML use-cases)
Mock interviews simulating real product & banking environments
Case study walkthroughs
Behavioral & leadership round preparation

2. Role-Specific Coaching

Data Scientist
Applied Scientist / Senior Applied Scientist
Applied AI / ML Lead
GenAI / LLM Engineer
Solution Engineering (AI-focused roles)

3. Real Interview Frameworks

How to structure ML case discussions
How to present past projects effectively
How to handle ambiguous product problems
How to approach model trade-offs and deployment discussions
How to answer cross-functional and stakeholder questions

4. Personalized Feedback

Each session includes:

Honest, actionable improvement points
Communication refinement
Depth vs breadth assessment
Hiring-readiness evaluation

Why Work With Me?

Interviewed across top-tier product companies and global financial institutions
Conducted 50+ real interviews — I know evaluation rubrics
Strong foundation in Statistics, Mathematics, ML, and GenAI systems
Practical understanding of what differentiates “good” vs “offer-level” candidates

This service is designed for professionals targeting high-impact roles in product companies, banks, fintech.

Services

Interview Preparation and Consultancy