📍 Location: Chicago, IL 🎓 Education: B.A. Computer Science & B.A. Economics: Data Science, The University of Chicago
I am a passionate computer science student and engineer specializing in Data Analysis, Machine Learning, AI, and Public Interest Technology. With a strong academic foundation and hands-on experience in projects spanning natural language processing, geospatial analysis, and ** autonomous robotics**, I am committed to creating impactful solutions that bridge technology and real-world problems.
📫 Contact: dlee3@olin.edu
🌐 Portfolio: dongim04.github.io
- Overview: Geospatial analysis of LA crash data using LangChain and OpenAI APIs.
- Key Features: Real-time GPS integration, exploratory data analysis, Points of Interest mapping.
- Tech Stack: Streamlit, LangChain, Python, AWS.
- Overview: Addressing bias in Automatic Speech Recognition (ASR) models for stuttered speech.
- Key Features: Model fine-tuning, Word Error Rate reduction, Hugging Face integration.
- Tech Stack: PyTorch, AWS SageMaker, NLTK.
- Overview: Personalized English calligraphy generation using VQGAN+CLIP.
- Key Features: Text-to-image synthesis, OCR labeling, AWS S3 data management.
- Tech Stack: VQGAN+CLIP, AWS, Python.
- Languages: Python, C/C++, R, MATLAB, HTML
- Libraries & Frameworks: PyTorch, TensorFlow, NLTK, OpenCV, Scikit-learn
- DevOps: AWS, Docker, VMware, PostgreSQL, Linux/Unix
- Hardware: Arduino, KiCad, SOLIDWORKS
- Machine Learning Foundations - Cornell University
- Deep Learning with PyTorch: GANs - Coursera
- Machine Learning with Python - IBM
🌟 Feel free to explore my repositories and connect with me for collaborations, mentorships, or just a good tech conversation!