Data Platform and MLOps Architecture

I recently helped a company build out and mature their data and MLOps platform. The company had a team of data scientists and engineers who had found product market fit with a deep learning based product. As with most lean, customer driven approaches, they hadn’t over capitalized on infrastructure too […]

Data Pipeline Architecture (Bookish)

Posting this for posterity, built around 2012-2013. The startup that was Bookish (joint venture between Simon & Schuster, Penguin and Hachette) is no longer around, but we built out some reasonable book data processing infrastructure, along with a search and recommendation engine. I ran engineering and architected the overall solution. […]