Brian Peavy II
Ankeny
Summary
Systems Engineer and Data Scientist with a strong foundation in developing computer vision algorithms and managing sensor networks. Skilled in enhancing operational efficiency and reliability through innovative solutions, including remote firmware updates and real-time diagnostics across rugged environments.
Overview
5
5
years of professional experience
Work History
Systems Engineer / Tech Support
Sentinl LLC
Ames
01.2023 - Current
- Managed full-cycle equipment installation of smart automation systems, overseeing field assembly, wiring, and commissioning of complex sensor networks in rugged environments to ensure operational readiness.
- Developed and optimized computer vision algorithms for real-time livestock tracking, achieving 99.1% accuracy in counting and weight estimation through refined model training on NVIDIA Jetson AGX.
- Engineered IP67-rated 3D-printed enclosures and 120VAC-to-DC power distribution systems ensuring 99.9% uptime in Iowa's extreme seasonal environments.
- Established Linux-based device management pipeline for remote firmware updates (FOTA) and real-time hardware health diagnostics, enhancing reliability across distributed sites.
Sports Science Data Intern
Iowa State University Athletics
Ames
09.2022 - 01.2023
- Managed Catapult player-tracking data for 60+ elite athletes, ensuring accurate performance analysis and informed coaching decisions.
- Troubleshot and resolved complex hardware/software integration issues for wearable sensors, minimizing downtime and enhancing data reliability.
- Analyzed sports data to support team performance and strategy development.
- Assisted in creating visual reports for coaching staff and athletic administration.
- Collaborated with sports teams to gather and interpret performance statistics.
IT Software Engineer / Developer Intern
Coding 19
Vienna
03.2022 - 07.2022
- Authored asynchronous code for high-concurrency environments, enhancing system performance and reliability.
- Maintained full-lifecycle software documentation and executed routine hardware diagnostics to ensure optimal system functionality.
Data Analyst Intern
Marshalltown Co.
Marshalltown
04.2021 - 08.2021
- Analyzed raw production data using statistical modeling, delivering actionable technology recommendations.
Education
M.S. - Data Science
University of The West of England
Bristol, UK12-2022
B.S. - Marketing, Apparel & Design
Iowa State University
Ames, IA12-2018
Technical Skill Matrix
Edge AI & Compute
- NVIDIA Jetson AGX, Raspberry Pi, Computer Vision (YOLOv8, Roboflow), Linux
Systems Admin, Edge Deployment
IT Infrastructure
- Server Architecture & Builds, Workstation Diagnostics (Desktop/Laptop), Network &
Internet Solutions, Peripherals (Printers/Plotters), Conference Room AV/Meeting
Setup, Remote Work (WFH) Deployment.
IoT & Connectivity
- Edge Gateways, MQTT, Microcontrollers (ESP32/Arduino), Wireless Sensor
Networks, I/O Protocols, Modbus, OPC UA.
Software & Systems
- Python, C/C++, SQL, R, Java, Machine Learning, CRM Platforms, Remote
Management Tools, Statistical Analysis.
CAD & Prototyping
- 3D CAD Design (SolidWorks/Fusion 360), Additive Manufacturing (FDM/SLA), PC
Design (KiCad), Thermal Management.
Timeline
Systems Engineer / Tech Support
Sentinl LLC
01.2023 - Current
Sports Science Data Intern
Iowa State University Athletics
09.2022 - 01.2023
IT Software Engineer / Developer Intern
Coding 19
03.2022 - 07.2022
Data Analyst Intern
Marshalltown Co.
04.2021 - 08.2021
M.S. - Data Science
University of The West of England
B.S. - Marketing, Apparel & Design
Iowa State University