
Edward P.

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About me
Mechanical Engineer | Data Analytics, Machine Learning | Battery Technology Enthusiast
Education

University of California, Riverside
2016 - 2020Bachelor of Science - BS Mechanical Engineering
Baldwin Park High School
2012 - 2016
Experience

Highlander Racing
May 2017 - Jul 2020• Designed 403V, 90.7 kW system for HR20 vehicle with modules intended for rapid prototyping manufacturing• Established manufacturer provider network for current and future battery manufacturing needs, saving upwards of $5,000 in supplies and manufacturing costs per year.• Verified design safety by conducting FMEA on structural and electronic designs.• Programmed vehicle simulator interface to collect driver data• Used collected driver data to develop a team first thermal model for expected battery temperatures during operation• Designed HR19 battery mounting structure to increase rigidity and safety of structure, reducing manufacturing time • Designed high voltage distribution boxes for HR19 and HR20 containing high voltage safety and monitoring equipment Show less
Battery Team Lead
Jun 2018 - Jul 2020Drivetrain Team Member
May 2017 - Jun 2018

Rivian
Jun 2019 - Nov 2019Battery Systems Intern• Conducted thermal testing and analysis on production intent components that led to vehicle level design decisions• Manufactured conductors for thermal testing for current routing using manufacturing shop machines.• Assisted in module and full vehicle battery vibration testing executing accelerometer layout and DAQ configuration.• Assembled prototype vehicle battery modules gaining experience in adhesives and cell packaging solutions.• Assisted in assembly, tuning, and implementation of FDM rapid prototyping machine Show less

Passion Growers
Apr 2021 - Nov 2024Process EngineerLed the design, planning, permitting, and installation of a 40,000 sqft walk-in cooler, meeting all critical deadlines and ensuring the facility was operational before critical seasonal production operations. Introduced a system of identifying KPIs and measuring production efficiency by taking data at critical production stations. Used established KPIs to drive analysis of production lines determining areas of inefficiency and changing production programming to increases output by decreasing downtime. Developed python program suite for predicting production and storage capacity 2 weeks in advance leveraging Scikit machine learning libraries Innovated method of generating automated supply credit requests for damaged product. Reports were automatically distributed to suppliers, significantly reducing processing labor while simultaneously greatly reducing costs absorbed due to damaged or defective products.Led the installation and integration of automatic label applicators with SATO printing engines. Led initiative for reducing labor costs by implementing automated palletizing equipment, reducing labor by 20% per production line.Responsible for the maintenance and repairs of production equipment Show less
Licenses & Certifications
- View certificate

Supervised Machine Learning: Classification
IBMNov 2024 - View certificate

Supervised Machine Learning: Regression
IBMNov 2024 - View certificate

Exploratory Data Analysis for Machine Learning
IBMSept 2024
Languages
- enEnglish
- spSpanish
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