Pratim Bhosale: How to get into AI from Backend Engineering

Links- CodeCrafters (partner): https://tej.as/CodeCrafters- Pratim on X: https://x.com/bhosalepratim- Tejas on X: https://x.com/tejaskumar_SummaryIn this conversation, we explore the journey from backend development to becoming a Google Developer Expert in Golang. We discuss the significance of microservices architecture, the importance of search technologies, and the development of Cargo Chat, a tool for searching codebases. Pratim shares insights on building effective search pipelines, Matryoshka embedding models, and the integration of hypothetical documents in search processes. The conversation concludes with a discussion on a mental health journaling app that connects personal reflections with religious texts for encouragement. Chapters00:00 Pratim Bhosale02:19 Introduction05:16 The Shift to Backend Development and Golang08:16 Becoming a Google Developer Expert11:20 Understanding Microservices Architecture14:19 Building Innovative Tools: Cargo Chat17:12 Search Technologies and Their Applications20:15 The Search Pipeline and Embedding Models29:49 Building a Vector Database33:13 Local First Movement and Security34:14 Understanding Hyde: Hypothetical Document Embeddings36:48 Matryoshka Embedding Models41:59 The Search Problem in AI43:57 Developing a Mental Health App48:02 Comparing Approaches to Vector Search52:56 Developer Experience and Product Growth01:02:52 Understanding Developer Experience Levers01:04:32 Making API Products Click01:07:40 The Role of Developer Advocacy01:11:06 Navigating Career Paths in Tech01:13:58 Finding Your Niche in Developer Relations01:20:18 Work-Life Balance and Avoiding Burnout01:24:01 The Importance of Mentorship01:27:07 Emerging Technologies and Trends Hosted on Acast. See acast.com/privacy for more information.