David Lee work email
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David Lee personal email
Hi! I am David, I am a first-generation immigrant from Seoul, Korea. I have experience in web scraping, LLM models, and AWS services. I am interested in working as a Machine Learning engineer or as a Backend Engineer.Graduating from Culver Military Academy, I am equipped with leadership skills and have found my passion for serving the community. Through various leadership positions, I have learned how to work with others and gain responsibility. At graduation, I was honored to receive the Albert Lawrence Kurtz Leadership Award as the first Asian non-American cadet in the institution's history.Continuing my discipline, I am now a student-athlete at the University of California, Berkeley, studying Electrical Engineering and Computer Science. I am excited to apply my knowledge in technology and computer science to work towards a better world upon my graduation.Please feel free to reach out atdonggwanlee2@gmail.com
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Software EngineerGoogleCalifornia, United States -
Machine Learning Engineer InternClaira Jul 2024 - Sep 2024• Built a backend chatbot service using Retrieval-Augmented Generation (RAG) system to enhance document analysis and response generation by integrating BERT for embedding generation and Pinecone for efficient vector storage and retrieval in the existing web service• Developed workflows to seamlessly combine query embeddings with retrieved data using LangChain, optimizing the integration of multiple components including BERT, VectorDB, CSV processing, and LLaMA• Implement custom query classification, prompt engineering, and processing mechanisms, improving the accuracy and relevance of generated responses -
Buildspace S5 ParticipantBuildspace Jun 2024 - Aug 2024OneClick Workspace appOneClick Workspace is a macOS menu bar app that allows you to set up workspace in one click. It manages and opens your groups of URLs, applications, and files with a single click. -
Lead DeveloperBlackprint Technologies Jun 2024 - Jul 2024• Developed a web scraper that collects data on 394,753 real estate properties from the Inmuebles24 website (Mexico), using a level-order tree algorithm to achieve approximately 95% data accuracy.• Led a team of other two interns and collaborated on employing proxy API, Playwright, BeautifulSoup, and regex to identify common patterns across various websites for key information extraction• Developed database update process, integrating AWS S3 for uploading geoparquet and parquet files that can be updated monthly -
Marketing ChairCal Lightweight Rowing Jul 2023 - May 2024Advertising the club by organizing tabling contests, managing interest forms, and improving our social media presence. -
Data Science Research InternPebblous May 2023 - Aug 2023• Conducted detailed analyses of advanced generative models of including Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs) focusing on their architecture, image synthesis capabilities through encoding-decoding structures• Mainly focused on models including deep image prior, VDVAE, pix2pix, CLIP, and TabNet, and compared them with traditional generative models• Implemented the model described in the academic paper utilizing the PyTorch framework, encompassing comprehensive data preprocessing and employing the Seaborn library for data visualization
David Lee Education Details
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Carnegie Mellon University -
The International School Of Minnesota
Frequently Asked Questions about David Lee
What company does David Lee work for?
David Lee works for Google
What is David Lee's role at the current company?
David Lee's current role is Software Engineer.
What is David Lee's email address?
David Lee's email address is da****@****ers.org
What schools did David Lee attend?
David Lee attended University Of California, Berkeley, Culver Academies, Carnegie Mellon University, The International School Of Minnesota.
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