Sharing my thoughts on AI, data science, and the world of product management.


Is vibe coding the risk or just poor architecture?

Is vibe coding with LLMs truly creating new security risks, or are most vulnerabilities the result of flawed logic and weak system design?

27 min read   ·   2025

AI vs Classic Product Management

How managing AI/ML-driven products differs from classic digital product management, from development timelines to stakeholder expectations.

34 min read   ·   2025

Dig deep enough

Features Engineering techniques for Time-series Analysis in Python.

12 min read   ·   2020