Thoughts on AI, ML engineering, LLMs, and building technology-driven businesses.
How we built a production ML system on AWS, and how LLMs on Modal and fine-tuned ColBERT are changing the game for retrieval quality.
Off-the-shelf models aren't enough. Here's how a tailored approach to large language models delivers real ROI for small and medium businesses.
How startups and SMBs can get senior technical leadership without the full-time overhead, and when it makes sense.
Why data privacy matters and how to run large language models within your own infrastructure without compromising performance.