Jeroen Lardot

Designed and built the entire Rematics platform — from data collection, anal ysis, and training of custom vision models to their deployment in a configurable DeepStream AI pipeline running on NVIDIA Jetson edge devices with custom hardware and OS, through to a FastAPI backend and React frontend, all man aged and deployed via the cloud (AWS). Currently live across dozens of waste management company sites with hundreds of devices mounted to waste collec tion fleets or sites across Europe.

Data science consultant within the ACA Group, delivering full-stack data-driven solutions across multiple client industries. Projects spanned agentic workflows, predictive modelling, data pipelines and analytics use cases with a focus on production-readiness and maintainability.

Empowered clients through smarter use of their data, enabling informed decision-making. Applied a wide range of techniques including time series anal ysis, clustering, and LLM-based solutions across diverse industries. Delivered end-to-end projects from exploratory analysis to deployed models.