Jack van Dyke
Machine Learning Engineer
- Role
- Machine Learning Engineer at IGS Energy
- Location
- Powell, OH, US
- LinkedIn followers
- 500 followers
About Jack van Dyke
Hi, I\'m Jack. I’m passionate about building things that solve complex problems. I enjoy working with data, machine learning, and automation to bring ideas to life. I believe every problem has a solution if you approach it the right way. In my free time, I compete in data science competitions on kaggle, work out, and eat family packs from restaurants all by myself.
Experience
Machine Learning Engineer
Dec 2025 — Present · Columbus, OH, US
Develop and maintain production ETL pipelines in Databricks and Snowflake to cleanse, transform, and model enterprise energy data for analytics and forecasting use cases- Deploy predictive models and automate feature refresh workflows using Databricks notebooks, improving forecasting reliability and reducing manual maintenance- Build and maintain data extraction pipelines that convert PDFs and images into structured, analysis-ready datasets, saving significant manual processing time- Develop AI-powered document validation pipelines that automatically detect errors, inconsistencies, and anomalies, greatly reducing manual QA effort- Create anomaly detection models that monitor Azure-hosted applications, identifying service degradation and automatically alerting relevant stakeholders.
Education
Columbus State Community College
Associate of Arts and Sciences - AAS, Computer Science
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