◇ Mechatronics · Robotics · Control · ML ◇

AIDAN J MARTIN

Mechatronics Engineering Student / Research Assistant

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01

About

Aidan J Martin

I am a Mechatronics Engineering student at Middle Tennessee State University, completing my Bachelor's degree with minors in Computer Science and Mathematics. Alongside my undergraduate studies, my graduate-level coursework focuses on advanced control, reinforcement learning, robotics, and AI.

Concurrently, I am a robotics researcher at Vanderbilt University's Machine Automation, Perception, and Learning (MAPLE) Lab, where my work centers on surgical robotics and machine learning.

My technical passions are rooted in complex algorithmic design — I am actively interested in pursuing work in optimal and robust control, novel learning methods for control, optimization, computer vision, and financial mathematics and engineering.

I look forward to further expanding on these areas this summer during the VUSE Summer Research Program at Vanderbilt, where my research will focus on 3D Kidney Reconstruction and optimal control.

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Focus Areas

Advanced & Novel Control

Optimal control, robust control, and learning-based methods applied to robotic and surgical systems.

Computer Vision

Perception for robotics — surgical skill assessment, kinematic tracking, and 3D reconstruction from endoscopic video.

Optimization

Numerical optimization and convex methods grounding control synthesis, parameter estimation, and learning pipelines.

Financial Engineering

Quantitative finance and financial mathematics — stochastic modeling, optimization, and applied probability.

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Credentials

Education

Middle Tennessee State University

B.S. Mechatronics Engineering

Minors in Computer Science & Mathematics

2024 – 2027GPA 4.003-Year Accelerated

Graduate-Level Coursework

Taken as an undergraduate (course number ≥ 6000)

  • MATH 6300Optimization
  • ENGR 6010AI in Robotics
  • ENGR 6020Advanced Control and Applications
  • ENGR 6030Reinforcement Learning

Undergraduate Coursework (Selected)

Course number < 5000

  • CSCI 3350Machine Learning
  • ENGR 4530Controls & Optimization
  • ENGR 4580Mechatronic System Design
  • ENGR 3510Circuits II
  • ENGR 3520Digital Circuits
  • ENGR 3540Intro to Feedback Control

Teaching Assistant

Write and grade labs, exams, homework, and quizzes. Hold weekly recitation/tutorial sections for Circuits II and Intro to Feedback Control.

  • ENGR 3510Circuits II
  • ENGR 3520Digital Circuits
  • ENGR 3540Intro to Feedback Control

Leadership & Involvement

IEEE MTSU Student Branch — Founder & PresidentRobotics Club — PresidentMicromouse — Programming LeadSociety of Manufacturing EngineersQuantum Computing ClubAssociation for Computing Machinery
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Awards & Recognition

VISE Summer Fellow

Vanderbilt Institute for Surgery and Engineering — 2026

Selected for the VUSE Summer Research Program — 3D kidney reconstruction and optimal control.

AI Scholar

VALIANT — Vanderbilt

Selected as an AI Scholar for the Vanderbilt Lab for Immersive AI Translation.

1st Place — MechTech Course Project Award

MTSU — 2026

First place at the 2026 MTSU MechTech award for BalanceCV.

IEEE Student Branch — Founder & President

MTSU

Founded and currently lead the MTSU IEEE student branch.

Robotics Club President

MTSU — SME-affiliated

Leading MTSU's Robotics Club; member of the Society of Manufacturing Engineers.

Certificate of Achievement

LIGHTSPEED Hackathon — Team Neural Nexus 6

Recognition from the LIGHTSPEED hackathon for the NeuralNexus6 / Optura submission.

View certificate (PDF)
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Experience

  1. Mar 2026 – PresentVanderbilt University

    VISE Summer Fellow (VSF)

    Advisor: Dr. Jie Ying Wu

    Accepted to the 2026 Vanderbilt Institute for Surgery and Engineering Summer Fellowship — research focus on kidney reconstruction from endoscopic videos.

  2. Mar 2026 – PresentVALIANT — Vanderbilt

    AI Scholar

    Connecting skill classification, optimal & robust control, and computer vision to bring interdisciplinary mechatronics perspectives into the MAPLE Lab's surgical robotics research.

  3. Sep 2025 – PresentMAPLE Lab — Vanderbilt

    Research Assistant

    Advisor: Dr. Jie Ying Wu

    Built deep-learning models — LSTM, 1D-CNN, TCN — to automate surgeon skill prediction on the da Vinci Research Kit (dVRK). Processed high-dimensional kinematics, contact forces, jerk, and entropy streams in Python; validated and visualized multivariate temporal data in MATLAB.

  4. Jan 2025 – Aug 2025Optics & Mobile Robotics Lab — MTSU

    Research Assistant

    Advisor: Dr. Hongbo Zhang

    Designed and built a six-wheeled moisture-sensing robot for agricultural irrigation. Established wireless MQTT and ESP-NOW networks across ESP32 nodes and a Raspberry Pi gateway. Implemented closed-loop control in Arduino IDE and Python.

  5. Oct 2024 – Jul 2025RoboThink — Middle & East TN

    Lecturer / Instructor

    Instructed students ages 8–14 on robotics fundamentals — DC motors, microcontrollers, and intro programming.

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Research & Major Projects

Original research, autonomous robotics, and full-stack engineering builds. Click any project to view full details.

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Hackathons & Software Builds

Rapid prototyping, hackathon submissions, and supporting software projects. Click any card for details.

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Contact

Let's build something.

Open to research collaboration, robotics consulting, and engineering opportunities.