Michael Jacobson Email & Phone Number

Bellevue, Washington, United States

• Migrated a complex computer vision architecture comprising 9 deep learning models to Nvidia Triton Inference Server, resulting in an average 11% reduction in latency and 13% decrease in GPU utilization per inference.
• Deployed the Triton server on AWS EC2 (Linux AMI), hosting both client and server containers to handle continuous video streams with efficient complexity management.
• Applied strong knowledge of object-oriented design, data structures, and algorithm design to develop and implement an ensemble model architecture (DAG) using Triton’s Python backend, optimizing model management and.
• Automated testing by developing Python and Bash scripts, refactoring existing code for streaming video sessions to send inference requests to the Triton server, ensuring compatibility for production implementation and.
• Developed a custom Docker container, resolving package conflicts and creating the Dockerfile for the Triton Inference Server.

Camp Lejeune, NC

• Cleared for Top Secret Security Clearance
• Conducted counterinsurgency operations in Afghanistan under Operation Enduring Freedom
• Led combat patrols, directing and coordinating up to 13 staff members with precision and efficiency
• Recognized for exemplary service with the Good Conduct Medal and Combat Action Ribbon
• Honorable Discharge upon completing five years of service
• Served with 1st Battalion 2nd Marines, 2nd MarDiv

Doctor Of Philosophy - Phd, Mechatronics, Robotics, And Automation Engineering

• Developed a Bayesian Optimization model with novel algorithms, enhancing robotic prosthetics and exoskeletons, achieving a 15% reduction.

Bachelor Of Science In Mechanical Engineering

Activities and Societies: Society of Automotive Engineers• Embedded sensors in the FSAE racecar to collect IMU and tire data through CAN.

Associate In Engineering Science, Mechanical Engineering