Jacob Geist

About Jacob Geist

A seasoned full stack data engineer with a knack for automation and process optimization, combining Python and JavaScript expertise to develop solutions that streamline operations and enhance decision-making. I\'ve crafted algorithms and tools that have significantly reduced manual labor, introduced real-time data dashboards, and automated key processes, leading to notable efficiency gains. I thrive on transforming complex challenges into streamlined, tech-driven solutions, making me an invaluable asset to teams aiming for innovation and growth.

Experience

1. Senior Data Engineer

   Mack Trucks

   May 2022 — Present · Macungie, PA, US

   Launched an Azure-hosted Flask application providing real-time visualization of each chassis, highlighting atypical builds to improve monitoring and customization processes• Designed and developed a Flask application using Python and JavaScript, enabling virtual management of inventory with a feature for tracking demand and simulating parts movement across different racks, significantly enhancing operational efficiency.• Engineered a vision system with Raspberry Pi and YOLOv5 technology to autonomously detect defects on production lines, ensuring high-quality standards and reducing manual inspection time.• Developed an adaptive algorithm that autonomously assigns workers to specific stations and distributes job sets, optimizing station efficiency and productivity in response to real-time changes in production demands• Formulated an advanced forecasting algorithm to predict part availability for each chassis, providing critical insights that prevent misallocation and optimize production planning

Education

• Penn State University

  Industrial Engineering

  2015 — 2019