Leading with Data: Building AI-Driven Teams and Solutions with Sepehr Mohammadi of Apotea

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