Luke Limpert
Senior Manufacturing Engineer & Data Analyst
Friendsville,Tennessee
Summary
Resourceful Senior Manufacturing Engineer with 8 years of experience in troubleshooting and process improvement through numerous avenues. Background includes automation of aggregating data, data parsing and data analysis to find abnormalities, Product launches, Process changes, and gaining additional value from previously underutilized systems.
Overview
8
8
years of professional experience
5
5
years of post-secondary education
5
5
Certifications
Work History
Modeling Engineer III
Simulation Dynamics Inc.
2 2021 - Current
- Worked to develop a predictive model to determine probabilistic outcomes of varying process paths, create an analytics environment for their quality measurement systems, and automate data transformation steps
- Developed "ADR" .NET MAUI Application to automate data processing JMP workflow of quality measurements
- Created a real time model inference system that utilized process signatures to determine part quality
- Software integration lead for IIOT integration at a Medical OEM using Ignition
- Worked 2 years on a proprietary computer vision application using TinyYolov3 for object detection and classification which included model health evaluation metrics, annotation, augmentations, model training and documentation
- Worked in a team to develop an F# SAFE Stack application for discrete event simulation
- Worked with operators as a Frontend Developer to produce process analytics tools for an AGV warehouse system
- Built a large data model for cooking ovens that calculated thermodynamic features in real time to predict process quality and feedback suggestions directly to the operator HMI improving process performance across all shifts
- Designed a process metric to evaluate the potential for downtime or rate loss events for each lot of inbound material as well as estimate threat levels of each defect in the material as it is consumed
Senior Manufacturing Engineer
JTEKT
06.2016 - 02.2021
- Managed quality issues, root cause analysis, and countermeasures
- Heat Treat Key Person responsible for taking a leading role in analysis and improvement of maintenance KPI’s, quality KPI’s, and resolution of any action items from CQI-9 and other internal heat treat audits
- Worked with multiple groups and led rack bar focused trials to alleviate sliding force issues through analysis of more than 15 million data points and implementation of new tooling
- Created a production feedback system based on Gaussian distributions to reduce the risk of assembly tolerance "stack up" issues resulting in an annual cost savings of $185,000
- Led data wrangling activity for customer de-escalation and utilized data to show cost justification for 100% inline measurement system for non-conforming characteristics
- Designed conformance system using Raspberry Pi 3 Model B which allowed operators to input measured values for print specific critical characteristics and used an SMTP to notify supervisors of non-conforming measurements
- Creation of SPC Control System through the use of Tableau desktop
- Created Pearson linear correlation matrices and abnormality notification systems reducing scrap by 10% ($212,000 annually)
- Created SQLite Databases to track tool life and usage resulting in standardized practices, improved stocking accuracy, budgetary predications and automation of more than 400 hours of data acquisition
Education
Bachelor of Science - Mechanical Engineering Technology
Central Michigan University
Mount Pleasant, MI 07.2011 - 05.2016
Skills
Version Control Systems (Git)
Accomplishments
- Numerous Coursera Certifications for Data Science
- Instructor of the year (2018)
Certification
ABB IRC5 Programming
Portfolio of Work
Tableau Public Visualizations
https://public.tableau.com/profile/luke.limpert#!/
Github
https://github.com/luke-limpert
Coursera
https://www.coursera.org/user/00111b29cc0c6a6941f1c6b25ef89fa2
https://www.linkedin.com/in/luke-limpert-844472121/
Timeline
Inductive Automation Certified Ignition Integrator
10-2022
Python for Everybody Specialization
08-2020
Alteryx Core Certification
03-2020
FANUC HandlingTool Operations and Programming Software Certificationverybody Specialization
01-2018
ABB IRC5 Programming
03-2017
Senior Manufacturing Engineer
JTEKT
06.2016 - 02.2021
Bachelor of Science - Mechanical Engineering Technology
Central Michigan University
07.2011 - 05.2016
Modeling Engineer III
Simulation Dynamics Inc.
2 2021 - Current
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