* Creating systematic trading algorithms for transacting power in the clients around the world. * Building on our market forecasting capabilities using machine learning and statistical methods. * Improving the decision making algorithms that sit behind our optimization of the largest portfolio of merchant storage. We assist clients to solve the immense information gap that exists in the energy industry. By using massive amounts of new satellite data and pioneering work in artificial intelligence, MadeinD8r creates an unprecedented view on the global flows of oil and fuels in real-time, bringing transparency and efficiency to the energy markets and society as a whole. Bring on a Challenge Processing thousands of rich data points per second from many vastly different external sources, moving terabytes of data while processing it in real-time, running complex prediction and forecasting AI models while coupling their output into a hybrid human-machine data refinement process and presenting the result through a nimble low-latency SaaS solution used by customers around the globe is no small feat of science and engineering. This processing requires models that can survive the scrutiny of industry experts, data analysts and traders, with the performance, stability, latency and agility a fast-moving startup influencing multi-$m transactions requires. The Signal Processing and Enrichment Team are responsible for turning raw satellite data, price and text references into meaningful vessel events. We offer an array of procedural, statistical and machine learning models to filter, interpolate, correct and forecast billions of data points sent by over thousands of vessels, and narrow it down to a robust sequence of vessel events. Our models and pipelines are continuously benchmarked and assessed by experienced market and data analysts to ensure information quality.