Jin Gyu Lee Email & Phone Number

Seoul, South Korea

- Developing a Multi-Parameter Lead Optimization program using a Simulated Annealing-based approach, complemented by an interactive web demo for user engagement- Implemented and evaluated REINVENT4, a reinforcement learning-based molecular generation model, to assess and enhance its performance in lead optimization workflows- Reorganized, and refactored.

Seattle, Washington, United States

Developed tool to collect and parse host patching failure logs and send weekly reports- Reduced patching failures by 60% by resolving most prevalent cause, and paved way for further improvement- Easily extensible for other AWS servicesDeveloped tool to collect host and patching statuses en masse to reduce overdue patches by 99%

Manhattan, New York, United States

Developed Python software to expedite and augment data processing and analysis, such as the following:- an expanded market sizing program to support vertical expansion efforts as well as answer a broader range of questions from existing clients- a rigorous de-duplication and scrubbing program that reduced processing time from 2~3 days to < 8 hoursApplied.

Ithaca, New York, United States

ORIE 3120 - Practical Tools for Operations Research, Machine Learning and Data Science- Developed course material- Held 2~4 hours of office hours each week- Answered over 500 questions on the course online forum throughout the semester

Ithaca, New York, United States

Built Python program to automate recruiting exam scheduling process- Builds supervised learning models on historical exam data to predict the optimal proctor for each incoming candidate- Uses said models to schedule tests for candidates, and can print the schedule out as a comma-separated values file- Increased candidate throughput by 11%- Won 2nd place in.

Seoul, South Korea

- Participated in 4 due diligence projects (Industry: Automotive, Consumer Goods, Construction, Travel)- Developed and maintained automation programs using Python and SQLite for data cleaning and analysis, database management, web scraping, and API use- Worked with PE firms to formulate value-up and exit strategies- Defined pricing policy and product.

Seoul, South Korea

Jongno-gu, Seoul, Korea

- Accompanied the CEO to facilitate his interviews of English speakers as a real time interpreter- Did online and offline research to collect and translate relevant information to write and translate (KR-EN and EN-KR) articles- Reviewed and edited articles translated by intern translators

Ithaca, New York, United States

- Developed and tested detergent formulae with DOE and the Taguchi Method- Completed market research and economic analysis to define product volume and cost- Ran CFD simulations with mixing tanks on the market to confirm scale-up viability

Cornell University

- Built compressed mesoporous silica membrane separators and confirmed said separators improved the electrochemical stability window of Li metal batteries(Reduced ipa and ipc by a factor of ~10)- Concluded that coating compressed mesoporous silica membrane separators with PEGDMA improved mechanical stability and conductivity by factors of 2.5 and 6.

Seongnam, Gyeonggi-do, Korea

- Taught English and mathematics to Korean high school students seeking to study abroad- Classes held three times a week for two months- Developed curriculum, independently managed the entire course and the students

Hanyang University Erica Campus, Ansan, Republic Of Korea

- Compared the effects of additives of different ionic qualities andconcentrations on the electrochemical deposition of ZnTe

Master Of Engineering - Meng, Operations Research And Information Engineering

Activities and Societies: Master of Engineering Fellowship in the School of Operations Research and Information Engineering (Spring '21).

Bachelor Of Science - Bs, Chemical Engineering

Activities and Societies: Hunter R. Rawlings III Cornell Presidential Research Scholar, Shimtah (Korean Traditional Drumming)Dean's List.

High School Diploma