resume
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Contact Information
| Name | Max Kim |
| mkhyeon7@gmail.com | |
| Website | https://www.linkedin.com/in/khyeon/ |
Experience
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2025 - Baltimore, MD
Control Engineer
Applied Control Engineering, Inc.
- Designed and implemented closed-loop feedback control logic governing pumps, valves, and industrial actuators, ensuring stable operation and deterministic control behavior in real-world systems.
- Tested and validated distributed control logic integrating Ethernet/IP and Modbus TCP communication layers in live industrial environments, emphasizing deterministic execution and fault isolation
- Led delivery of a $134K industrial controls project; owned PLC control logic and HMI development through deployment.
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2022 - 2024 College Park, MD
Research Assistant
Laboratory for Control and Information Systems
- Designed and implemented control-oriented digital twin models for abdominal aortic aneurysm (AAA) assessment using MATLAB, supporting simulation, estimation, and system validation
- Curated and processed a 600+ patient dataset in Python, filtering to N<80 matched cohorts; performed rigorous quantitative validation achieving 50–68% sensitivity at 75% specificity (comparable to trained experts), demonstrating structured problem solving and technical rigor.
- Developed end-to-end control software modules, including algorithm design, simulation, and performance validation.
Education
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2023 - 2024 College Park, MD
M.S. in Mechanical Engineering
University of Maryland - College Park
- GPA 3.77/4.0
- Advanced Systems Control
- Applied Machine Learning
- Decision Making Under Uncertainty
- Optimal Estimation of Dynamic Systems
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2019 - 2023 College Park, MD
B.S. in Mechanical Engineering
University of Maryland - College Park
- GPA 3.70/4.0
- Dean's list all semesters
- Clark Legacy scholarship recipient
Publications
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2024 Transmission Line Model as a Digital Twin for Abdominal Aortic Aneurysm Patients
npj Digital Medicine
We investigated the potential of the transmission line model as a digital twin of aneurysmal aorta by comparatively analyzing how a uniform lossless tube-load model were fitted to the carotid and femoral artery tonometry waveforms from abdominal aortic aneurysm patients vs. their matched controls.
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2024 Tube-Load Model as a Digital Twin for Abdominal Aortic Aneurysm Patients (poster)
IEEE International Engineering in Medicine and Biology Society Conference
To investigate the feasibility of tube-load models as a digital twin to detect and monitor abdominal aortic aneurysms, helping to improve accessibility to screening and surveillance.
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2023 Tube-Load Modeling of Aorta with Abdominal Aortic Aneurysm (poster)
IEEE International Conference on Biomedical and Health Informatics
To investigate the feasibility of tube-load models in tracking the progression of abdominal aortic aneurysm in a patient pre- and post-endovascular repair surgery.
Skills
Projects
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Embedded UAV Flight Control Stack
- Architecting a modular UAV flight control stack on the RP2350 (Raspberry Pi Pico 2) in modern C++ with hardware abstraction
- Developed a multiplicative extended Kalman filter (MEKF) for real-time attitude estimation, fusing 9-axis IMU measurements using a quaternion state representation
- Built deterministic real-time sensor acquisition and control loops for embedded flight software
- Developing a physics-based 6DOF simulation incorporating vehicle dynamics, actuator dynamics, and disturbance modeling to enable controller tuning, trajectory tracking validation, and Sim2Real testing prior to hardware deployment
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Auto Repair Shop Management System
- Built and deployed a production software system in Typescript for local auto repair shop billing 480+ invoices and $98,000+ total gross revenue in the first 2 months, managing 20+ customers daily
- Increased daily service throughput from ~10 vehicles/day to 20+ vehicles/day by redesigning job intake, invoicing, and workflow visibility
- Designed RESTful APIs and structured JSON-based data interfaces to manage job, invoice, and customer records
- Executed live CI/CD deployments during active operations; tested workflows and resolved a major outage overnight
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UAV Navigation Using Reinforcement Learning
- Built a custom drone simulation environment with stochastic linear dynamics in continuous state and action space featuring 10 randomized obstacles.
- Designed a navigation algorithm that could outperform a heuristic-based control algorithm in unseen environments by 27% in terms of time-steps taken.
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Robust PID Control of Automatic Blood Pressure Cuff
- Performed system identification on known pressure cuff and PWM solenoid valve models to approximate a transfer function of the system.
- Designed a PID controller following ITAE and IMC principles to achieve 0 steady-state error.
- Validated robustness by simulating system response to changes in physical constraints.
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Assistive Utensil for Essential Tremor Patients
- Spearheaded the development of an assistive spoon for patients with essential tremors that could reduce tremors by up to 50%.
- Engineered an affordable solution priced at $40, ensuring accessibility for a wide range of patients.
- Created comprehensive test beds and protocols to facilitate weekly testing during prototyping.
- Served as technical expert, developing all mathematical models for the project, and acted as a key reference resource for team members by providing technical guidance and support.