About

Adam Hill

Welcome to Horse with a Pointy Hat!

I’m Dr. Adam Hill, a data science leader and researcher based in the UK. My professional journey began in the realm of high-energy astrophysics, specialising in space telescope gamma-ray transient data. Over the years, I have translated those analytical skills into leading and building data science systems that solve real-world problems.

Currently, I serve as the Staff Data Scientist at ComplyAdvantage, where I work at the intersection of AI, machine learning, and large-scale data platforms to detect and combat financial crime.

Beyond my day-to-day role, I am deeply committed to growing the data science community:

  • PyData Southampton: I founded PyData Southampton in 2023 to bring together practitioners, researchers, and enthusiasts in the region.
  • DataKind UK: Since 2015, I have been a dedicated volunteer and Data Ambassador, helping non-profits leverage data science for social good.

What is this blog about?

Horse with a Pointy Hat originally started as a space to document my transition from academia to industry data science and share reflections on machine learning, data engineering, and community building.

As the technology landscape has evolved, so has the focus of this blog. While you will still find foundational data science and ML content, the discussions here are increasingly centered on:

  • Large Language Models (LLMs) and their real-world applications.
  • Agentic AI—designing and orchestrating systems capable of autonomous execution and collaboration.
  • AI Governance—navigating safety, compliance, ethics, and policy in the age of generative AI.

For more details on my background, professional projects, and personal work, please visit my personal homepage at adambenhill.com.