I'm a full stack data scientist and product manager. I lead teams who build useful things with data and machine learning, focusing on energy & climate change. I have a PhD in neuroscience, I like to write, and I love adventure.
📧 archy.deberker@gmail.com | 🖥 Github | 🔗 LinkedIn | 🕸 Website | 🖋Medium
TransitionZero (formerly ECAA) / Climate TRACE, London (November 2020 - April 2021)
Leading a workstream to quantify emissions from heavy industry using satellite imagery & machine learning as part of Climate TRACE, a global coalition for remote emissions monitoring lead by Vice President Al Gore.
I was also responsible for TransitionZero's website and hiring pipeline for data engineering.
Here's a video demo of some of our work which I made for a UN workshop.
Habitat Energy*, Oxford (September - October 2020)*
A short project forecasting aspects of the UK energy market. We implemented and tested various deterministic and machine learning based models (details confidential).
Element AI*, Montreal (September 2019 - July 2020)*
I moved into product management to help our tech teams deliver really valuable work by blending cutting edge AI with great design and commercial insight.
We took Element AI's Document Intelligence product from POC (which we produced in a week long hackathon) to one of our flagship products, signing 4 clients and deals worth >$5M.
I worked closely with design, sales and marketing to shape the product narrative and roadmap to meet customer needs. I collaborated tightly with our leadership team and partners at McKinsey & Company.