About Yian Chen:
I am an aspired data scientist. I have collaborated with cross-functional teams to develop machine learning models, simulations, deploy data pipelines, and conduct experiments to improve performance.
Experience
Grab, DATA SCIENCE INTERN Aug 2022 – Dec 2022
- Design and maintain ML pipeline to generate graph structured data to predict collusion and fraud in GrabFood and GrabMart
- Design heuristic rules and generate statistical features for datapoints using GraphFrame and SQL
- Achieved 80% precision in predicting frauds
HEALTH PROMOTION BOARD, DATA ANALYTICS INTERN May 2022 – Aug 2022
- Evaluate effectiveness of gamified health programs through 8,000,000 entries of app usage data and health kit biometrics data with pandas and Spark
- Recommend area of improvement of program mechanism to enhance user experience and improve user retention for future programs
ASTAREL, MACHINE LEARNING INTERN May 2021 - Jul 2021
- A software startup encourages socially responsible hiring
- Championed use of Azure matchbox recommender as a machine learning model to predict candidate recommendation for job searches
- Programmed data cleansing on database and build data pipeline to deploy model as a web service
Education
National University of Singapore Aug 2020 – Present
Bachelor of Science (Hons) in Data Science and Analytics
- Minor in Computing and Japanese Language Studies
- Relevant modules: Mathematics, Statistics, Computing
- University Town College Program with a focus in active citizenship and community engagement
- GPA 4.45/5.0 expected to graduate in May 2024
- Available to work from Dec 2023 – May 2024
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Jobs near Singapore
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Project Officer
Found in: Talent SG C2 - 1 week ago
HR Focus Singapur, SingaporeEstablished in 2006, our client provides facilities management (FM) services to their clients. Their services include preventive & reactive maintenance, technical support, running day-to-day operation of client's facilities and also responding to any fault & breakdowns. · Working ...
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advertising manager
Found in: Talent SG 2A C2 - 4 days ago
STEEL ALLY RESOURCES PTE. LTD. SingaporeRoles & ResponsibilitiesWork with department heads or staff to discuss topics such as budgets and contracts, marketing plans, and the selection of advertising media · Plan advertising campaigns, including which media to advertise in, such as radio, television, print, online media ...
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Group Administration Executive
Found in: Talent SG C2 - 2 weeks ago
CapitaLand Singapur, Singapore Full time $120,000 - $180,000 per yearDescription · Overall Functions / support: · Corporate admin services & supportIncludes budgeting & monitoring of expenses for all BUsFixed Assets (FA) inventorising & reconciliationBCP & EHSTravel management reportsStaff onboarding (new/transfers/attachments, etc) & staff exit ...