David Lee
Senior Machine Learning Research Engineer at Bilby- Claim this Profile
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English Native or bilingual proficiency
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Korean Native or bilingual proficiency
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Mandarin Chinese Limited working proficiency
Topline Score
Bio
Credentials
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DeepLearning.AI TensorFlow Developer
CourseraSep, 2020- Nov, 2024 -
CFA Level I Candidate
CFA InstituteJul, 2020- Nov, 2024 -
Google Ads Video Certification
GoogleJul, 2020- Nov, 2024 -
Google Cloud Platform Business Professional Accreditation
GoogleJul, 2020- Nov, 2024 -
Neural Networks and Deep Learning
CourseraJun, 2018- Nov, 2024
Experience
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Bilby
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Hong Kong
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Financial Services
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1 - 100 Employee
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Senior Machine Learning Research Engineer
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Nov 2022 - Present
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Machine Learning Research Engineer
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Jul 2020 - Nov 2022
- Research, design, and implementation of machine learning algorithms involving Chinese NLP, extracting market signals from publically available Chinese media, such as newspapers and regulation documents.- Overall infrastructure and cloud services (Google Cloud, AWS) management. - Participates in cutting-edge research and development in artificial intelligence and machine learning applications and moves them into production environments.- DevOps/MLOps engineering, CI/CD/CT integration, Kubernetes.- GDBMS (Graph Database, Neo4j) and GraphQL + Elasticsearch endpoint development and deployment.- IT/Sysadmin (Google Workspaces). Show less
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Massachusetts Institute of Technology
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United States
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Higher Education
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700 & Above Employee
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MIT Entrepreneurship and Maker Skills Integrator (MEMSI)
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Jan 2021 - Jan 2021
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Republic of Korea Air Force Academy
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Cheongju, Chungcheongbuk-do, Korea
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System Administrator
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Sep 2018 - Jul 2020
The Republic of Korea Air Force Academy, Service Support Corps, Information and Communications Squadron, Information System Operations Group. Served in the Republic of Korea Air Force as a part of the Korean mandatory military service. • Developed the front-end of the Air Force Academy's intranet portal • Maintained various web servers, database servers, and C4I equipment • Served as an administrator for various systems (managing user accounts, technical support, etc.) The Republic of Korea Air Force Academy, Service Support Corps, Information and Communications Squadron, Information System Operations Group. Served in the Republic of Korea Air Force as a part of the Korean mandatory military service. • Developed the front-end of the Air Force Academy's intranet portal • Maintained various web servers, database servers, and C4I equipment • Served as an administrator for various systems (managing user accounts, technical support, etc.)
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HSBC
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United Kingdom
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Financial Services
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700 & Above Employee
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Industrial Placement Trainee
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Jun 2017 - Jun 2018
• Sole Developer for IT Transformation Project, Node.js and Python-based WebApp that uses Big Data for Relationship Managers to discover new potential customers. • Improved Curtailment Ops Review process 70% faster without increasing costs via VBA • Assisted in tracking and supporting the progress of all IT projects going on in the Pearl River Delta region • Assisted in team operations • Sole Developer for IT Transformation Project, Node.js and Python-based WebApp that uses Big Data for Relationship Managers to discover new potential customers. • Improved Curtailment Ops Review process 70% faster without increasing costs via VBA • Assisted in tracking and supporting the progress of all IT projects going on in the Pearl River Delta region • Assisted in team operations
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Microsoft
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United States
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Software Development
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700 & Above Employee
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Microsoft Job Hack Award
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Mar 2018 - Mar 2018
Popular choice award for the 2-day hackathon/interview hosted by Microsoft for developing and pitching a solution regarding the maintenance of patient's medical records on a blockchain-based system. Popular choice award for the 2-day hackathon/interview hosted by Microsoft for developing and pitching a solution regarding the maintenance of patient's medical records on a blockchain-based system.
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Director of Public Relations
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Jan 2017 - Jun 2017
Organize fundraising events for ISA to host ISA events of larger scaleSecure sponsorships to host ISA events of larger scaleCreate a sense of community for international students at HKUSTNegotiate with HKUST for the fair allocation of dormitories for international students
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Director of Information Technology
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Jun 2016 - Dec 2016
Maintains ISA's website (isa.ust.hk), and designs promotional materials (primarily posters).
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Subcommittee Member
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Feb 2016 - May 2016
Ported ISA's website to a new domain (isa.ust.hk), designed a number of posters for events, and designed a T-shirt for ISA.
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The Hong Kong University of Science and Technology
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Hong Kong
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Higher Education
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700 & Above Employee
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Organizing Committee Member
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Nov 2015 - Nov 2016
Organizes a TEDx event in HKUST, maintains the website for TEDxHKUST, and designs promotional materials for TEDx. Organizes a TEDx event in HKUST, maintains the website for TEDxHKUST, and designs promotional materials for TEDx.
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Education
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The Hong Kong University of Science and Technology
BEng, Computer Engineering -
SMIC Private School