Edward Lee

Work Experience

Lead Data Scientist(P&C Insurance) Majesco Jan 2024 to present

Data Scientist(P&C Insurance) Decision Research Corp Sep 2021 to Dec 2023 2 years 4 months

Quality Assurance First Hawaiian Bank Apr 2021 to Sep 2021 6 months

Data Scientist(Image Deep Learning) Natural Resource Data Solutions Oct 2020 to Feb 2021 5 months

Data Scientist(Bioinformatics) Daegu Gyeongbuk Institute of Science and Technology Mar 2017 to Feb 2020 3 years

Web Developer & Quality Assurance Republic of Korea Air Force Feb 2015 to Feb 2017 1 year 9 months

Research Assistant Washington University in St. Louis Aug 2012 to Oct 2014 2 years 3 months

Programing Languages

Rust, Go, TypeScript, JavaScript, Python, C#, C/C++, R, SQL, Java, LaTex

Technical Skills

Machine Learning, Data Engineering, Data Mining, Data Analysis, Data Visualization, Data Science, Casual Inference, LLM/ChatGPT(prompt, fine tuning), Big Data, Artificial Intelligence (AI), Chatbot(AI), Computer Vision, Software Development, TDD, Git, Agile, PyTorch, gRPC, Microsoft Project, Dotnet, React, HPCC, Kubernetes, Docker, Azure DevOps, Jira, Selenium, Cypress, Microsoft Azure, Amazon Web Services (AWS), SolidWorks, AutoCAD, Process Control, Research, Teaching, NGS, Single Cell RNA Sequencing

Publications

❖ Yum, M. K.*, Han, S.*, FInk, J.,Wu S. S., Dabrowska, C., Trendafilova, T., Mustata, R., Chatzeli L., Azzarelli, R., Pshenichnaya I., Lee, E., England F., Kim, J. K., Stange, D. E., Philpott A., Lee, J., Koo, B. K., Simons, B. D. Tracing oncogene-driven remodelling of the intestinal stem cell niche, Nature, 594, 442-447. (2021)

❖ Lee, M.*, Lee, E.*, Han, S. K.*, Choi, Y., Kwon, D., Choi, H., Lee, K., Park, E. S., Rha, M., Joo, D. J., Shin, E., Kim, S., Kim, J. K., Lee, Y. J. Transcriptional landscapes of innate T cells at the single cell level reveal a shared lineage differentiation process regulated by clonal selection and proliferation in the thymus. Nature Communications, 11 4367. (2020)

❖ Noorani, I., de la Rosa, J., Choi, Y., Strong, A., Ponstingl, H., Vijayabaskar, M. S., Lee, J., Lee, E., Richard-Londt, A., Friedrich, M., Furlanetto, F., Fuente, R., Banerjee, R., Yang, F., Law, F., Watts, C., Rad, R., Vassiliou, G., Kim, J. K., Santarius, T., Brandner, S., Bradley, A. PiggyBac mutagenesis and exome sequencing identify genetic driver landscapes and potential therapeutic targets of EGFR-mutant gliomas. Genome Biology, 21 181. (2020)

❖ Han, S.*, Fink, J.*, Jörg, D. J.*, Lee, E., Yum, M. K., Chatzeli, L., Merker, S.R., Josserand, M., Trendafilova, T., Andersson-Rolf, A., Dabrowska, C., Kim, H., Naumann, R., Lee, J. H., Sasaki, N., Mort, R. L., Basak, O., Clevers, H., Stange, D. E., Philpott, A., Kim, J. K., Simons, B. D., Koo, B. K. Defining the identity and dynamics of adult gastric isthmus stem cells. Cell Stem Cell, 25(3), 342-356. (2019)

❖ Kim, B.*, Lee, E.*, Kim, J. K. Analysis of technical and biological variability in Single-Cell RNA Sequencing. Methods in Molecular Biology, 1935, 25-43. (2019)

❖ Lee, K., Lee, E., Song, C., Janik, M. J. Density functional theory study of propane steam reforming on Rh-Ni bimetallic surface: Sulfur tolerance and scaling/Broønsted-Evans-Polanyi relations. Journal of Catalysis, 309, 248-259. (2014)

* co-first authorship

Education

Master of Science (Computer Science) Georgia Institute of Technology, Atlanta, GA

Bachelor of Science (Chemical Engineering) Pennsylvania State University, University Park, PA