Dongim Lee Email & Phone Number

Needham, MA, US

Massachusetts Institute Of Technology

• Collaborating with Michelin Mobility Intelligence on a project to develop a natural language interface for geospatial analysis, automating spatial data extraction, analysis, and visualization using LLMs, and creating a.
• Selected from 3000+ applicants for the Al program facilitated by MIT.
• Engaged in a 12-month long program, including Machine Learning coursework with Cornell faculty, experiential learning experiences and mentorship from industry professionals.

Boston University, Olin College Of Engineering

• Leading a subteam at Olin’s PInT Club to continue my NLP research from Boston University, focusing on revealing bias in ASR models by switching from a Mandarin to an English dataset.
• Fine-tuning or developing ASR models to better incorporate marginalized individuals, improving model inclusivity and reducing fluency bias.
• Benchmarked popular ASR models (OpenAI, Google, Facebook, Microsoft) on their performance with diverse speech patterns by analyzing 50+ hours of speech data and assessing semantic distances between ground-truth speech.
• Produced a comprehensive report and visualizations highlighting fluency biases in speech recognition models.

Needham, Massachusetts, United States

• Implemented a customized Gymnasium Cart Pole environment for reinforcement learning to train the inverted pendulum robot.
• Utilized Proximal Policy Optimization model and Stable Baseline 3 for training the pendulum robot to balance in the upright position.
• Gained practical experience in reinforcement learning, model training, and simulation.
• Collaborated closely with team members by proficiently communicating technical concepts and actively seeking feedback.
• Demonstrated a proactive problem-solving approach, effectively addressing challenges to maintain project momentum and efficiency.

Paju, Gyeonggi, South Korea

• Created educational content and prepared lessons using Google Slides
• Taught 30+ students foundational concepts of physics and math
• Scored test papers and homework; evaluated and gave feedback

• Wrote monthly journals about environmental issues and thoughts on them
• Researched and introduced issues such as space debris, space solar energy, the slow science movement, and CO2 from launch vehicles

• Developed ten different inventions into prototypes, 3D-Models, or sketches to solve existing problems
• Applied for patents: a Rollable Sanitary Pad, a Hanger for a Set of School Uniform, a Mop Sweeper to Replace Sweeping Cloths, and five more

• Researched and wrote the paper “A Study on the Sleep Condition and Improvement of Sleep Quality of Students at Global Vision Christian School”
• Conducted experiments for 3 months with 29 subjects on 3 sleep-related elements for analysis to improve sleep quality
• Presented the dissertation in front of prof, listened to other presentations, and exchanged feedback

• Completed education on ESG business management, entrepreneurial mindset, business plan preparation, and marketing strategy
• Modeled the business plan of “application providing TAB sheet music with input of a guitar playing video” and presented the plan to experts

Bachelor Of Science - Bs, Computer Science

Activities and Societies: Autonomous Robot Training Lab | Human-centered AI and Robotics Lab | Olin Electric Motorsports: Low Voltage.

High School Diploma, 4.29 | Rank: 1/66

Activities and Societies: CEO Makers (Founder and Leader) | Free Fall: Physics (Team Leader) | Physics and Math Tutoring | Teaching.