Jungjae Lee

About Me!

I am a rising junior at Boston University, majoring in Computer Engineering.
My research interests lie in the fields of Robotics and Machine Learning.
I aspire to contribute to advancements in technology that improve everyday experiences and drive positive change in the world.

Curriculum Vitae

Education

Boston University
πŸ“ Boston, MA, USA
B.S. Computer Engineering | Double Concentration in Robotics & Machine Learning
Relevent Course: Machine Learning, Algorithms and Data Structures, Software Engineering
Expected May 2027

Experience

Autonomous Robot Intelligence Laboratory
Seoul National University
πŸ“ Gwanak District, Seoul, Korea
Visiting Undergraduate Researcher
April 2025 β€” Present
  • I am currently working on two projects.
  • My primary project involves developing a large language model (LLM) and a vision-language model (VLM) tailored for robotics applications.
Republic of Korea Army
πŸ“ Gyeonggi-do, Korea
Military Intelligence Specialist
Nov 2023 β€” Present
  • Developed algorithm in Python and C# to automate system for organizing and gathering information, enabling rapid reporting of results with enhanced efficiency.
Soft Robotics and Bionics Laboratory
Seoul National University
πŸ“ Gwanak District, Seoul, Korea
Visiting Undergraduate Researcher
May 2023 β€” Nov 2023
  • Over the course of 7 months at the lab, I contributed to one project.
  • My main project was optimizing simulation meshes to enhance computational efficieny.
Kolachalama Laboratory
Boston University
πŸ“ Boston, MA, USA
Undergraduate Researcher
Mar 2023 β€” May 2023
  • Over the course of 3 months at the lab, I contributed to two projects.
  • My main project was to develop a multiple knowledge graphs of dementia subtypes using Python.
Morphable Biorobotics Laboratory
Boston University
πŸ“ Boston, MA, USA
Undergraduate Researcher
Jan 2022 β€” May 2023
  • Over the course of 1 year and 5 months at the lab, I contributed to four projects.
  • My main project was focused on developing a device for minimally invasive surgery as part of the Laparoscopy project.

Publications

Journals (2 total: 1 in press, 1 in progress)

T. Hong, J. Lee, B. Song, and Y.-L. Park. "Bridging High-Fidelity Simulations and Physics-Based Learning Using a Surrogate Model for Soft Robot Control," Under Review.

L. Kinnicutt, L. T. Gaeta, J. Rogatinsky, J. Lee, A. Cameron, A. Naik, D. Hess, and T. Ranzani. "A Soft Robotic, Modular Laparoscopic Grasper for Atraumatic Retraction of the Small Intestine," Device, Volume 2, Issue 10, October 2024, 100560, ISSN 2666-9986.

Conferences (2 total: 2 published/presented)

L. Kinnicutt, J. Lee, J. Oden, L. T. Gaeta, S. K. Carroll, A. Rathi, Z. H. Lim, M. Lee, C. Orakwue, K. J. McDonald, D. Hess, and T. Ranzani. "A Soft Laparoscopic Grasper for Retraction of the Small Intestine," Hamlyn Symposium on Medical Robotics, London, UK, June 2023.

L. Kinnicutt, A. Pathak, T. Bohac, A. Peng, C. Taglietti, C. Lee, R. Rauf, J. Lee, LZ. Heng, J. Rogatinsky, K. McDonald, J. Siracuse, and T. Ranzani. "Minimally Invasive Soft Robotic Prototypes Provide Variable Occlusion in a Simplified Aortic Flow Model," American Heart Association Resuscitation Science Symposium, Chicago, US, November 2022.

Leadership Experience

ZERO, Autonomous Vehicle Team
Seoul National University
πŸ“ Gwanak District, Seoul, Korea
Control System Team Member
Sep 2023 β€” Nov 2023
  • Projects: QGIS Clothoid Path | FMUC GUI Interface
Mars Rover, Robotics Team
Boston University
πŸ“ Boston, MA, USA
Vice President, Executive Board Member
Feb 2022 β€” Apr 2023
  • Led weekly meetings, secured a workspace, and organized workshops to boost team engagement and knowledge-sharing.
Software Team Member
Feb 2022 β€” Apr 2023
  • Contributed to the transition to ROS 2 in preparation for ROS 1 deprecation, gaining proficiency in core functionalities and best practices while implementing and executing basic ROS 2 software.
Robotic Arm Hardware Team Member
Sep 2021 β€” May 2022
  • Projects: Robotics End Effector
Terrier Motorsport, Formula SAE Team
Boston University
πŸ“ Boston, MA, USA
Safety Officer, Executive Board Member
Jan 2022 β€” Aug 2022
  • Oversaw safety for 80+ members, led safety training, and secured $22,000 in funding through corporate and university sponsorships for materials and tests.
Electrical Team Member
Sep 2021 β€” Aug 2022
  • Projects: Tractive System Active Lamp (TSAL) | Failure Mode and Effects Analysis (FMEA)

Awards & Honors

2023
  • 3rd place at the 2023 International EV Competition, Korea Autonomous Testing & Research Institute
  • 4th place at the 2023 Autonomous Driving Software Advancement Competition, Future Mobile Technology Center
2022
  • Student Research Award (SRA) - $1,500 Research Grants, Boston University
2020
  • George Eastman Young Leaders Award, University of Rochester
2019
  • Maine Coastal Cleanup Recognition, Maine Department of Marine Resources

Engineering Projects

Portfolio Website
Personal Project
May 2023 - Present
#HTML #CSS #Javascript
Portfolio
Designed and built an engineering portfolio using HTML, CSS, and JavaScript.
Tactical Combat Casualty Care
Republic of Korea Army
Mar 2024 - Aug 2024
#CAD
Photo of the TCCC
Led the redesign and manufacturing of Republic of Korea Army combat shirts with integrated tourniquet attachments, reducing application time to 5 seconds in critical combat situations.
Video
QGIS Clothoid Path
Seoul National University
Zero, Autonomous Vehicle
Sep 2023 - Nov 2023
#MATLAB
QGIS Clothoid Path
Authored a handbook on using QGIS and MATLAB to set map checkpoints, educating the team and enabling effective implementation for competition objectives.
Paper
FMUC GUI Interface
Seoul National University
Zero, Autonomous Vehicle
Sep 2023 - Nov 2023
#GUI #Python
FMUC GUI Interface
Developed a GUI for remote vehicle navigation management and real-time location monitoring from a centralized control room.
A UI for Visualizing Average Image Data
Boston University
ENG EC 327: Software Engineering
Oct 2022 - Dec 2022
#CPP #Python #MATLAB #ML
A UI for Visualizing Average Image Data
Designed a user interface for inputting two labeled image directories and leveraged machine learning to visualize their averaged datasets.
Video GitHub
Desk Lamp
Boston University
ENG EK 210: Engineering Design
Sep 2022 - Dec 2022
#Arduino #Soldering #CAD
Desk Lamp
Prototyped a custom desk lamp for individuals with ADHD and autism, regulating sleep patterns through adaptive light spectrum adjustments and incorporating user-friendly switches and flexible materials for those with limited fine motor skills.
Presentation Final Report
Real-Time Adventures in a 2D Realm
Boston University
ENG EC 327: Software Engineering
Sep 2022 - Dec 2022
#CPP #Python #MATLAB
Real-Time Adventures in a 2D Realm
Developed a 2D PokΓ©mon game with intelligent real-time interactions, featuring an intuitive command system and a software architecture leveraging inheritance, polymorphism, and the Model-View-Controller pattern for dynamic object behaviors.
GitHub
Magnetic Momentum
Personal Project
May 2022 - Aug 2022
#Magnetic #3D Printing
Magnetic Momentum
Explored the potential of generating energy using magnetic flux to design a helicopter wing and tested magnetic momentum in an attempt to create a rechargeable battery.
Failure Mode and Effects Analysis (FMEA)
Boston University
Terrier Motorsport, Formula SAE
Jan 2022 - May 2022
#Analysis
FMEA
Conducted FMEA to identify potential failures and their frequency, ensuring the highest quality vehicle safety standards and preparedness for worst-case scenarios.
Robootics End Effector
Boston University
Mars Rover, Robotics
Jan 2022 - May 2022
#CAD
Robotics End Effector
Led the Robotics End Effector project, designing the first and second prototypes in SolidWorks, prioritizing functionality and durability for compatibility with other components and systems.
Gavel Pen & Name Plate
Personal Project
Jan 2022 - May 2022
#Lathes #Milling
Gavel Pen & Name Plate
Designed a custom gavel with a functional pen holder in the handle using manual lathes and crafted a personalized engraved plate with my initials using CNC milling for hands-on learning.
Room Temperature Monitor
Boston University
ENG EK 131: Engineering Hands On
Jan 2022 - May 2022
#MATLAB #Arduino #3D Printing #Soldering #Circuit Design #CAD
Room Temperature Monitor
Developed a room temperature monitor with an LCD screen and alarm to notify users when the temperature exceeds the desired range, using Arduino, a thermistor, and a piezo capsule; designed a custom battery box with CAD and a 3D printer to secure the battery.
Arduino Code Final Report
Tractive System Active Lamp (TSAL)
Boston University
Terrier Motorsport, Formula SAE
Sep 2021 - Jan 2022
#PCB #Circuit Design #Soldering
TSAL Project
Engineered a PCB design using KiCad to power a red flashing lamp operating at 3 Hz, mounted above the driver to indicate voltage power; related work is detailed on page 24 of the Competition Report.
Final Report Competition Report
Analysis of the Health of Low-Income Families
Boston University
ENG EK 125: Programming
Nov 2021 - Dec 2021
#MATLAB #ML #Data Analysis
Analysis of the Health of Low-Income Families
Monitored the correlation between healthcare access in low-income families and causes of death to identify specific fatalities linked to treatment-seeking ability, using MATLAB and machine learning.
Final Report
Analysis of the Force Exerted by an Elevator
Boston University
ENG EK 125: Programming
Oct 2021 - Nov 2021
#MATLAB #Data Analysis
Testing Force-exerted by Elevator
Collected acceleration data from three elevators at Boston University Warren Tower to compute the maximum and minimum forces exerted, analyzing the correlation between acceleration and gravity using MATLAB.
Final Report