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Name: Simon Lee

Type: User

Company: UCLA

Bio: Unpredictable

Twitter: SimonLee79475

Location: California

Blog: https://simonlee-a.github.io/

Welcome to Simon Lee's Github Repository

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My Affiliations and Work

Current (2023-): Ph.D. Student at UCLA
- Advisor: Jeffrey Chiang
- Working on Developing methods in Representation Learning for Healthcare Data
- Current Projects:
  - Project X: Medical Code FM | code | paper
  - Project 2: Irregularly Sampled Foundation Model | code | paper |
Former (2023): Data Scientist at Celsius Therapeutics
- Manager: Mukund Varma (Senior Machine Learning Scientist)
- Working on Bulk Deconvolution & Quanitfying cell types from histology images using computer vision
Former (2022): Visiting Student at École Polytechnique Fédérale de Lausanne
Former (2022): Computational Researcher for QCBio, UCLA
- Mentors: Dr. Jeffrey Chiang & Dr. Akos Rudas
- Worked on ABP Imputer Model that predicts future blood pressure

Simon Lee's Projects

abp_imputation-with-ehr

[BIG Summer 2022] ABP Imputation with EHR medication data is the second version of the ABP Imputer model.

algorithms-almanac

Continuously Updating Ken Lange's "Algorithms from The Book"

anime-recommendations

A mini project done on recommendation systems. We utilized the BERT transformer model and cosine similarity to make our recommendations.

antibiotics-fm-benchmark

[NeurIPs High School 2024] A benchmarking study on medical foundation models for antibiotic susceptibility prediction.

biobank-bind-lora

Fine-tuning "ImageBind One Embedding Space to Bind Them All" with LoRA

biomathematics_comps_ucla

[Summer 2024] Simon Lee's Comp Exams Study Guides

bulk-deconvolution

Cellular Deconvolution Benchmarking Package. Includes plotting features, easy to load training and deconvolution functions, and a lot of documentation