Ying Pan Lau is a Data Scientist at Swire Properties. Colleagues describe them as "I recommend Ben as a top contributor / top talent individual, for any organization, without reserve. Ben’s knowledge of the Machine learning/ AI can only be described as expert level, backed by several years of experience in learning different technologies. His comprehension of statistics and computing is very thorough, both in depth and in breadth. He is always fully engaged and makes a point of delivering top quality work. Ben has demonstrated the ability to define hands-on solutions… Show more"
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Data ScientistSwire PropertiesHong Kong
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Operations Research AssistantThe University Of Hong Kong Jul 2024 - PresentHong Kong Sar• Meet with client routinely to gather information, quantify business requirements, and align business goals• Build an end-to-end pipeline in Python to solve vehicle routing problem (VRP) with hundreds of daily vehicle requests• Applied constraint programming to solve VRP with complex constraints in Python using OR-Tools, increased ride-sharing rate by a factor of 100% and reduced rejection rate by a factor of 50% in simulation testing• Visualized geospatial data on map of Hong Kong interactively in JavaScript• Conducted extensive literature reviews on mathematical programming and VRP -
Data ScientistBull Butler Fintech Services Limited May 2022 - PresentHong Kong Sar• Built a B2B matchmaking web application with recommendation system and data pipeline from scratch for listed companies in Rust, Python, and JavaScript, hosted it on Azure cloud platform, provided them 3 times more quotations• Meet with end users and domain experts from different industries regularly to extract their knowledge for the system• Conducted an event study on the impacts of listed company announcements -
Data Science ExecutiveHong Kong Public Opinion Research Institute Aug 2021 - May 2022Hong Kong Sar• Performed statistical analysis routinely on survey results• Implemented Bayesian data imputation model to tackle missing data problem, increased sample size by around 10%• Automated part of the data pipeline for survey analysis, sped up the routine process by at least 50%
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Data EngineerEcloudvalley Digital Technology Aug 2020 - Aug 2021Hong Kong Sar• Built an anomaly detection POC for a MNC client with Bayesian hierarchical modeling, time series analysis and object detection, raised $2M internal funding to continue the project• Helped several clients in digital transformation to AWS Cloud platform by building API, data analytics pipeline, and migrating data workflow from on-premise to cloud• Led regular meetings with clients to meet their business needs
Ying Pan Lau Education Details
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Statistics
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Computing And Data Analytics
Frequently Asked Questions about Ying Pan Lau
What company does Ying Pan Lau work for?
Ying Pan Lau works for Swire Properties
What is Ying Pan Lau's role at the current company?
Ying Pan Lau's current role is Data Scientist.
What schools did Ying Pan Lau attend?
Ying Pan Lau attended The University Of Hong Kong, The University Of Hong Kong.
Who are Ying Pan Lau's colleagues?
Ying Pan Lau's colleagues are Cat Yau, 施湘江, Jessica Yuen, Daniel Yiu, Yves Xie, Kit Liu, Diane Kolaritsch.
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