One Stop for info on Production Grade AI/ML Systems
This series started because of a 1–1 conversation with a reportee. One of my reportees asked me a simple question: “With everything happening in AI… should I be worried, and what will happen to jobs in 5-10 years?” It wasn’t a dramatic question. It wasn’t about headlines. It was about career, growth, and uncertainty. That … Continue reading Will Jobs Exist as we know?(The Fear)
Why GenAI, Predictive Models, and Agents Need to Work Together I’ve been working in AI since well before the GenAI wave, and one thing that has become almost annoying in the last couple of years is how quickly every problem gets thrown at an LLM—with the expectation that it will magically solve everything. It won’t. … Continue reading How to Think About AI Systems in 2026
When you look at GEN AI and specifically LLM's from a usage point of view, we have a few techniques to interact with LLM's. This depends on whether you need to interact with external data or just use LLMs for your different tasks. RAG is an important technique and widely adopted because it helps you … Continue reading RAG Components – 10,000 ft Level
AI For Production 