AI

Building Enterprise LLM Agents: Frameworks, Strategies, and Best Practices Large Language Model (LLM) agents are transforming enterprise operations by enabling advanced language understanding, reasoning, and automation across various domains. These AI-powered systems excel in tasks like customer support, workflow automation, decision-making, and information retrieval. However, building scalable, safe, and efficient LLM agents for enterprise use is a complex challenge. Here’s a detailed guide on the frameworks, strategies, evaluation methods, and failure mitigation techniques for deploying enterprise-grade LLM agents. ...

YouTube Analyzer: Taming Information Overload from Video As a Product Manager with a technical background, I built YouTube Analyzer to demonstrate my ability to conceive, design, and implement AI-powered features from end-to-end. This project showcases how product thinking can be combined with modern AI capabilities to solve real-world user problems. The Problem: Information Overload In an age of information abundance, YouTube is a vast ocean of knowledge, tutorials, and entertainment. However, the sheer volume of content and the length of many videos make it challenging to quickly extract key information. Users often spend significant time watching entire videos to find the specific insights they need, leading to inefficiency and information fatigue. ...