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 demo tool to enhance user experience.• 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 and transcriptions to quantify bias in recognizing disfluent 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.