Cole Perry
Charleroi,PA
Summary
Innovative and results-driven software engineer with experience in machine learning, automation, and industrial process controls. Skilled in AI-driven data extraction, full-stack development, and workflow optimization. A strong problem solver and collaborative team player, eager to apply cutting-edge AI solutions to real-world challenges. Passionate about continuous learning and making a meaningful impact through technology.
Overview
10
10
years of professional experience
Work History
Software/Industrial Automation Engineer
ECI
05.2022 - Current
Technical Rotation Program – Industrial Process Control & OT Founder & Software Engineer
- Developed and trained a machine learning model on 1,600+ P&ID images using Roboflow and OCR to detect control modules and generate I/O lists, enhancing automation in industrial process control.
- Created and optimized OCR models to extract structured data from industrial schematics, improving accuracy and efficiency in control system documentation.
- Designed and deployed an automated purchase order processing system, reducing manual processing time by 1 hour per order.
- Built an automated email expediting tool, saving 8+ hours of labor per week and streamlining communication workflows.
- Developed a quoting tool, reducing quote processing time from two weeks to under five minutes by automating calculations and data entry.
- Collaborated with cross-functional teams, ensuring seamless integration of automation tools into existing industrial workflows.
- Created technical documentation (SRS, Testing Procedures) for software and automation tools.
6-Month Rotations – On-Site Process Control & Systems Experience
- Process Safety Systems (PSS) & Industrial Controls: Gained hands-on experience with PSS programming, control system configuration, and industrial network infrastructure.
- Operational Technology (OT) & IT: Worked on Windows servers, industrial network configurations, system installations, and troubleshooting to support plant automation systems.
Autolawn.app (CRM for Lawn Care Businesses)
- Built and deployed Autolawn.app, a full-stack CRM, integrating automation for job scheduling, customer management, and payment processing.
- Developed a secure backend infrastructure using Node.js, Express.js, and MongoDB, with a React frontend for seamless user experience.
- Deployed and managed the system on a dedicated server, ensuring performance and reliability.
Owner
WeCutGrass
08.2015 - 08.2021
- Worked to build clientele (over 40 people)
- Trained and developed team members to build human capital
- Trained and motivated employees to perform daily business functions.
Education
Software Engineering - Computer Software And Media Applications
Robert Morris University
Coraopolis, PA05.2023
Skills
- Machine Learning & AI: Roboflow, OCR, Computer Vision, AI Model Training
- Programming Languages: Python, Java, C, SQL
- Web Development: Reactjs, Nodejs, Expressjs
- Automation & Data Processing: Power Automate, Data Preprocessing
- Databases: MongoDB, SQL
- Cloud & Deployment: Google Cloud Platform, Docker
- Industrial Process & Controls: Process Safety Systems (PSS), P&ID Interpretation
- Operational Technology (OT) & IT Systems: Windows Server, Networking, Industrial Systems
- Technical Documentation: SRS, Testing Docs, Workflow Guides
- Problem-Solving & Collaboration: Cross-Functional Teams, Workflow Optimization
Technical Profile
Personal Information
Title: Software Engineer
Volunteer Work
- Children’s Sport Clinic RMU, 2018-2020
- Charleroi Annual Baseball Clinic, 2014-2018
- St. Mary’s Annual Fundraiser Setup, 2014-2018
Timeline
Software/Industrial Automation Engineer
ECI
05.2022 - Current
Owner
WeCutGrass
08.2015 - 08.2021
Software Engineering - Computer Software And Media Applications
Robert Morris University
Similar Profiles
Landon crawfordLandon crawford
Safety Forester at ECISafety Forester at ECI
Zakery BromileyZakery Bromiley
Catering Lead at ECICatering Lead at ECI
Arturo Martinez RamirezArturo Martinez Ramirez
Installer/quality Control at ECIInstaller/quality Control at ECI