In this episode of Builders, host Lee Haynes talks with Sepehr Mohammadi, AI and Machine Learning Tech Lead at Apotea, Sweden’s first full-scale online pharmacy. Sepi shares his journey from hands-on engineering to technical leadership, offering a candid look at the challenges of hiring in AI, building high-performing teams, and designing real-world machine learning solutions. 

Chapters

(00:00) Introduction to AI and Machine Learning in E-commerce

(01:14) Seppi Mohamedi's Journey: From Engineering to AI Leadership

(06:20) Challenges in Transitioning to Leadership Roles

(07:33) Hiring for AI and Machine Learning: Evolving Criteria

(13:26) Assessing Candidates: Skills and Continuous Learning Mindset

(14:12) Building and Scaling High-Performing Machine Learning Teams

(20:54) Designing Machine Learning Platforms vs. Traditional Software

(23:52) Cloud Technologies and Their Impact on Machine Learning Platforms

(26:28) Common Mistakes in Designing Machine Learning Platforms

(27:19) The Importance of a Solid Data Layer

(28:22) Shifting Business Expectations of AI

(30:48) Bridging the Gap Between Technical and Business Teams

(35:03) Innovative Machine Learning Products at Apotea

(38:48) Future Opportunities in AI-Driven Automation

(42:30) Building Foundations for Innovation

(44:12) Leadership Qualities in AI and Machine Learning

(46:04) Listening to Your Team for Success