In this episode of Free Form AI, Michael sits down with Gino Ferrand, CEO of Tecla, to explore how traditional tech hiring misses the mark, especially when it comes to LATAM engineering talent. We break down flawed “rockstar” hiring, AI-proofing your interview process and what successful onboarding actually looks like in a distributed, GenAI-driven world.

Music: “Intro” by DJ RADIK, used under CC BY-SA 4.0. Edited for duration and volume by Free Form AI.

In this episode, Michael and Ben discuss the intricacies of building a video clipping service and recommendation engine. They explore the challenges of defining interesting clips, the importance of feature requirements, and the cold start problem when launching without user data. The conversation delves into tagging and metadata extraction, hierarchical models for recommendations, and the significance of user telemetry data. A/B testing is highlighted as a crucial method for optimizing user experience and recommendations.

In this episode, Michael Berk and Ben Wilson discuss the various levels of a data science career, from internships to senior leadership roles. They explore the expectations, responsibilities, and best practices for each level, emphasizing the importance of collaboration, continuous learning, and maintaining a positive team culture. The conversation provides valuable insights for both aspiring data scientists and seasoned professionals looking to navigate their careers effectively.