Hi, I'm Vince Lam đź‘‹
I'm a data scientist with experience driving business impact by deploying
end-to-end machine learning projects. I'm passionate about data science,
machine learning, and Generative AI. Currently freelancing in Singapore,
originally from London.
This blog is where I share my thoughts and experiences. Follow me on Medium to stay up-to-date with my content. You can see what I'm working on now here. If you'd like to get in touch about work opportunities, just drop me an email .
Featured
50+ Open-Source Options for Running LLMs Locally
Updated:There are many open-source tools for hosting open weights LLMs locally for inference, from the command line (CLI) tools to full GUI desktop applications. Here, I’ll outline some popular options and provide my own recommendations. I have split this post into the following sections
100+ Open-Source AI Agent Frameworks and Tools
Published:A comprehensive comparison table of open-source AI Agents frameworks.
🎉 One Month in Singapore's AI Scene 🤖
Published:Here’s an overview of what I’ve been up to and my main takeaways from 24 hours of meetups and conferences on Generative AI, Machine Learning for finance, and Data Engineering.
Recent Posts
Levels of Agentic Systems: Rethinking How We Define AI Agents
Published:Everyone argues on the definition of an AI agent because it's hard to define *exactly* what an AI agent is. Here I share my go-to definition.
30+ Free Mac Apps That Improve My Workflow
Published:Here's a collection of tools that have genuinely enhanced my daily productivity as a knowledge worker and data scientist.
Why I Switched My Blog Framework from Jekyll to Astro
Published:Here's why I recently switched my blog framework from Jekyll to Astro.
What Are Embeddings and Why They’re Incredibly Useful
Published:If you’ve heard of the term "embeddings” before but don’t quite understand it, this post is for you.