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 request.• 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 scalability.• 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 testing.• 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