Remote roles integrating ML and pipelines in production systems for industrial operations, automation, and analytics.
Patrick McKee
@patrickmckee
Senior Data & AI engineer specializing in applied ML and industrial analytics.
What I'm looking for
Senior engineer who thrives at the intersection of software, control systems, and real-world manufacturing. My delivery of successful results spans R&D, industrial automation, advanced process control (APC), and smart manufacturing environments. In dynamic, high-ownership roles where engineers are trusted to innovate I build things that work — and keep working.
My specialty is making complex systems safer, faster, and more efficient through automation, data, and well-engineered solutions. I’ve deployed advanced process controls (APC), built full-stack Python applications, led prototype-to-production transitions, and designed greenfield plant layouts from scratch. Whether integrating a safety-critical PLC, wiring up a machine vision prototype, or building a web app, I bring the same mindset: hands-on, detail-focused, and data-driven problem solving.
I’m always learning and building. From astrophysics to AI, I look for projects that challenge me. I love smart, accessible solutions that challenge me to think deeper. Innovation is energizing to me, whether scaling chemical processes or a floodlight wiring harness to mow the lawn after dark (true story). To reduce water usage and promote sustainability I engineered a modular gardening systems. Supporting my neighborhood I designed and built a “Little Free Library.”
I specialize in:
- Code that bridges lab to factory (Python, SQL, R, JavaScript)
- Patented product designs
- Tools that simplify complex decisions (Power BI, VBA, Spotfire, TIBCO, Java)
- Fully integrated automation systems (PLC, SCADA, MES, APC)
- Safety-first process design (PSM, NFPA, ANSI, DoD compliance)
I’m open to roles that let me innovate, stay technical and hands-on, and close to where process meets code.
Experience
Work history, roles, and key accomplishments
Senior Data & Automation Engineer
Texas Instruments
Jan 2014 - Jan 2025 (11 years)
Built Python-based ETL pipelines and deployed applied ML models to optimize process control, reduce variability, and integrate analytics into production control systems to automate decisions and improve equipment availability.
Senior Engineer, Applied Analytics
Safariland
Jan 2013 - Jan 2014 (1 year)
Developed data-driven analytics and automated workflows for R&D and pilot manufacturing, building structured data collection pipelines and applying statistical models to improve product reliability and reduce failures.
Senior Engineer, Data & Analytics
Chemring Ordnance
Jan 2010 - Jan 2013 (3 years)
Architected data schemas and ETL pipelines for manufacturing analytics and traceability, automated workflows integrating ERP/MES systems, and implemented SPC frameworks that improved process reliability and reduced analysis time.
IIoT Architect & Data Scientist
Advanced Surface Technologies
Jan 2025 - Present (1 year 5 months)
Designed secure data pipelines integrating industrial automation systems with cloud analytics for real-time performance monitoring and built ETL workflows to ingest high-frequency operational data for modeling and reporting.
Education
Degrees, certifications, and relevant coursework
University of Arizona
Bachelor of Science, Chemical Engineering
Completed a Bachelor of Science in Chemical Engineering with coursework supporting applied analytics and process engineering.
SUNY Ulster County Community College
Associate of Science, Chemistry / Computer Science
Completed an Associate of Science focusing on Chemistry and Computer Science foundational coursework.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/patrickjmckeeSalary expectations
Social media
Job categories
Skills
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