Posts

Welcome to my blog! This is my first post. Stay tuned for more content about AI, machine learning, cloud architecture, and technology.

Large Language Models have transformed how we think about AI applications, but building production-ready systems requires more than just an API call to GPT-4. In this post, I’ll share some lessons learned from deploying LLM-powered applications at scale. The Reality Check When you’re prototyping, it’s easy to get excited about the capabilities of modern LLMs. But production is a different beast. You need to think about latency, cost, reliability, and security—all while maintaining the quality that makes these models useful in the first place. ...

I used to think writing was something you did after you figured things out. Turns out, writing is how you figure things out. The Thinking Tool When you sit down to explain a concept in writing, you quickly discover what you actually understand versus what you just thought you understood. The gaps become obvious. The fuzzy parts demand clarity. This is why some of the best engineers I know are also prolific writers. They’re not necessarily better communicators—they’re better thinkers, and writing is their thinking tool. ...