Tristan West
Lead data scientist. PhD in condensed matter physics from Imperial College London, worked at Ocado scheduling your food deliveries, worked at Babylon scheduling your medical appointments, and now works at Virgin Media O2 scheduling your fibre broadband rollout. Tristan loves scheduling things.
Sessions
What’s the optimal way to upgrade a broadband network to fibre? In this session we’ll talk about how we used actor-based simulations and discrete optimisation to build a planning tool that has not only optimised one of the biggest fibre upgrade operations in the UK, but also unlocked powerful scenario testing capabilities. We’ll go through how to architect scalable, agent-based simulations using only open-source libraries and Python, and take you on our journey (including pointing out pitfalls) towards optimising UK wide fibre broadband rollout.