Ignition MES Implementation
Facilitated deployment of real-time machine monitoring across 100+ pieces of equipment facility-wide.
Continuous Improvement Specialist & Aspiring Data Analyst
Continuous Improvement Specialist & Aspiring Data Analyst
From the plant floor to the data pipeline. One class at a time.
8+ years in food service manufacturing. I connect MES, ERP, and QMS systems to eliminate manual reporting and surface insights that actually move the needle.
The tools and systems at the core of my work.
Excel & Power Query
Dashboards, automation, data transformation
MES — Ignition
Machine data, OEE, real-time monitoring
ERP & QMS
Production orders, quality, cross-system joins
SQL & Access
Legacy databases, intermediate query layer
Python
Data generation, automation, scripting
HTML, CSS & JavaScript
Web development, this site
Real systems built to solve real problems on the plant floor.
Facilitated deployment of real-time machine monitoring across 100+ pieces of equipment facility-wide.
Replaced manual shift data collection with an automated MES API-connected workbook across 62 shift sheets.
ERP-driven scrap approximation at the run level plus a structured speed loss capture overhaul across the press department.
Anchor-date methodology and historical OEE analysis to measure whether machine centerlines actually improved performance.
Fleet-wide fault frequency report flagging both excessively faulting machines and potential sensor reliability failures.
Merged MES, QMS, and ERP data via ODBC and API into automated Excel dashboards used daily by plant leadership.
Where it all started
First leadership role
Process & standards
Floor-level performance
Cross-team coordination
Data became the focus
Current role, still climbing