Myungeun Lee

Research Assistant

George Washington University•  October 2022 - Present

• Implemented MRI and PET image enhancement models for ADNI dataset to investigate numerical correlation between gender and AD patients’ states. • Coded SVM and 3D ResNet models for medical images to classify male/female and CN/MCI/AD and acquired 96%,91%, and 88% training, validation, and testing accuracy respectively. • Developed an AI medical chatbot and its environment(GPT 3.5, AWS Lambda, and Cloudflare). • Integrated unity 3D models(C#) with BERT model, as well as made Q&A systems using speech recognition TTS(Text to Speech) to make its appearance customizable to suit user preferences.

Data Scientist

Atos Zdata•  May 2023 - August 2023

• Developed generative AI private LLM and Langchain to utilize Q&A, summarization, and retrieval information and to generate automatic responses to RFPs, RFIs, and SoWs. • Made automatically updating vector database system(detecting changes in real-time), Compared different LLM models such as LLAMA-2, Falcon, and GPT4ALL.

Data Scientist

Hancom inSPACE•  July 2021 - August 2021

• Received a project from factory to make an automotive system to detect and get automatic usage data for electricity, water, and gas. • Installed camera module in factory, gained real-time image data through the server, and coded TensorFlow Keras with those image data. • Developed monitoring system to collect and analyze gauge data.

George Washington University

Electrical Engineering & Computer Science, MS•  August 2022 - Present

GPA: 3.95/4.0 Awarded Dean’s Scholarship, Graduate Fellowship for Spring, Summer. Awarded Graduate Research Assistant Fall 2023 - Spring 2024

Bauman Moscow State Technical University

Rocket Systems and Aeronautics, BS•  September 2017 - June 2022

Grade: 3.85/4.0 Graduated with honor