Jin Gyu Lee's Location
Seoul, South Korea, Korea, Republic of
Jin Gyu Lee's Contact Details
Jin Gyu Lee work email
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Jin Gyu Lee personal email
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About Jin Gyu Lee
Jin Gyu Lee is a AI Scientist @ Standigm at Standigm.
Jin Gyu Lee's Current Company Details
Jin Gyu Lee Work Experience Details
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Ai ScientistStandigm Sep 2023 - PresentSeoul, 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 current and legacy code to streamline management and maintenance- Serving alternative mandatory military service (전문연구요원)
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Software Development EngineerAmazon Web Services (Aws) Oct 2022 - Jun 2023Seattle, Washington, United StatesDeveloped 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% -
Data AnalystFmcg Direct Oct 2021 - Oct 2022Manhattan, New York, United StatesDeveloped 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 selections criteria and modeling techniques to deliver curated data sets and insights with accordance to client requests -
Graduate Teaching SpecialistCornell University Jan 2021 - May 2021Ithaca, New York, United StatesORIE 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 -
Data Analyst - M.Eng. ProjectBooz Allen Hamilton Nov 2020 - May 2021Ithaca, New York, United StatesBuilt 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 the Silent Hoist and Crane Awards -
Business AnalystLooxent Inc. May 2020 - Jul 2020Seoul, 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 standardization guidelines -
Research AssistantLooxent Inc. Feb 2020 - May 2020Seoul, South Korea
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JournalistThe Asian Jun 2019 - Feb 2020Jongno-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
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Product Development Engineer - B.S. Capstone ProjectProcter & Gamble Feb 2019 - May 2019Ithaca, 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 -
Undergraduate ResearcherArcher Research Group, Department Of Chemical And Biomolecular Engineering Feb 2016 - Dec 2018Cornell 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, respectively- Investigated the effect of modifying glass fiber separators with sulfonic acid and APTES in Li metal batteries
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TutorCt Language Academy Jul 2017 - Aug 2017Seongnam, 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
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Student ResearcherElectrochemical Nano-Materials And System Lab, Dept. Of Material Science And Engineering Jul 2014 - Aug 2014Hanyang University Erica Campus, Ansan, Republic Of Korea- Compared the effects of additives of different ionic qualities andconcentrations on the electrochemical deposition of ZnTe
Jin Gyu Lee Education Details
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Operations Research And Information Engineering
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Chemical Engineering
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Korean Minjok Leadership Academy (민족사관고등학교)High School Diploma
Frequently Asked Questions about Jin Gyu Lee
What company does Jin Gyu Lee work for?
Jin Gyu Lee works for Standigm
What is Jin Gyu Lee's role at the current company?
Jin Gyu Lee's current role is AI Scientist @ Standigm.
What is Jin Gyu Lee's email address?
Jin Gyu Lee's email address is ji****@****ect.com
What schools did Jin Gyu Lee attend?
Jin Gyu Lee attended Cornell University, Cornell University, Korean Minjok Leadership Academy (민족사관고등학교).
Who are Jin Gyu Lee's colleagues?
Jin Gyu Lee's colleagues are Yoonae Ko, Dongin Kim, Younsung Choo, Kyoungmoon Kim, 송유영, 전형진, Minyoung So.
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Jin-Gyu Lee
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