Product Management & Leadership
General ML Topics
Introduction In the rapidly evolving landscape of artificial intelligence (AI) startups in 2024, the game has changed significantly from traditional software development paradigms. As product managers, we find ourselves at …
In the ever-evolving landscape of AI development, ethical considerations stand as a critical cornerstone. As product managers, it’s incumbent upon us to navigate the complexities of ethical challenges with a …
In navigating the complex landscape of AI development, data privacy is a paramount concern. In today’s digital age, users rightly demand control over how their information is collected, used, and …
In the realm of AI product design, there are specific considerations that distinguish it from traditional product design practices. Understanding these nuances is crucial for crafting AI products that not …
Designing AI products with a focus on human-centered experiences is paramount for ensuring adoption, satisfaction, and ultimately success in the market. As a product manager, it’s essential to apply design …
Let’s clarify what RAG and GAR entail. RAG involves retrieving relevant information from our knowledge base or external sources and using it to generate contextually relevant responses to user queries. …
Zero-Shot Learning: I am particularly interested in this use-case as almost every organization I have worked for has some sort of cold start or zero-shot learning problem. Recently, I read …