AI Portfolio Podcast
The AI Portfolio Podcast showcases Experts, Companies, and Communities that can accelerate your journey of taking machine learning products to market.
If you are a practitioner, investor, or data leader, you will get something from the show by becoming exposed to great companies to invest in or join and learn how experts navigate their careers.
My goal is to open doors and increase your sense of the possibility of what can be done with machine learning. Connect with me, share the show, and let me know how I can add value.
AI Portfolio Podcast
Harpreet Sahota: Tinkering with AI, LLM Evaluations, DevRel & Personal Brand - AI Portfolio Podcast
Harpreet brings a trove of knowledge and insights to the table. In this engaging conversation, we explore various facets of his expertise, from his role in developer relations to his deep understanding of Large Language Models (LLMs) and their evaluation. Harpreet provides invaluable insights into the intricacies of LLM evaluation, shedding light on methodologies, challenges, and best practices. His deep understanding of LLMs stems from years of hands-on experience and a commitment to pushing the boundaries of AI research and development.
📲 Harpreet Sahota Socials:
LinkedIn: https://www.linkedin.com/in/harpreetsahota204/?originalSubdomain=ca
Twitter: https://twitter.com/DataScienceHarp
📲 Mark Moyou, PhD Socials:
LinkedIn: https://www.linkedin.com/in/markmoyou/
Twitter: https://twitter.com/MarkMoyou
📗Chapters
00:00 Intro
02:10 What problems DECI AI is solving?
04:42 DeciLM-7B
06:41 Supergradients YOLO-NAS
09:03 Deci Team
09:40 DeciLM-7B vs Mistral 7B
14:54 LLM Evaluation
21:41 Fine tuning 7B and 13B Models
24:16 Fine tuning in RAG
29:24 Deploying Gen AI in Workloads
31:59 Non Technical Executives
33:15 Harpreet's Career Journey
38:34 Developer Relations Position
41:37 Your personal brand is an investment
48:20 Finding your own vibe
53:12 Data Science in 2024
56:32 Podcasting
01:05:02 When to quit
01:11:45 Career Optimization Function
01:18:03 Harpreet's Obsession besides Gen AI
01:19:30 AI for Babies
01:21:26 Curiosity
01:24:08 Changing Jobs
01:28:32 Book Recommendations
01:30:21 Advice for High Schooler, College Student and Professionals
01:32:15 Fav Meals
01:33:15 Legacy to leave behind.