Data Pipeline for Calumix's Nanoscale Graphene-Coating Manufacturing Line

Machine Learning Engineering Role
@ Calumix Technologies, London, Ontario, Canada

Overview

Calumix Technologies is a startup specializing in manufacturing advanced graphene-coated nanoscale interfaces for battery manufacturers. Since June 2025, I have been leading the development of an intelligent data pipeline and optimization platform for their graphene coating machines — integrating real-time sensor ingestion, automated data validation, statistical process control, and advanced machine learning techniques. My work bridges software engineering, industrial process modelling, and applied machine learning to drive efficiency and improve product quality in a high-precision manufacturing environment.

Over time, I will update this page to show finished major milestones of the data pipeline I will be building.
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