Experience

  • Data Analyst Full time intern

    at HedgeSPA

    December 2019 - at Present

    Singapore

    • Implementing performance analytics, including stock signal performance and post-trade analytics (e.g. PNL portfolio, Rebalancing report) and compile the data into the financial format. • Processing data query using R and RMySQL to automate portfolio rebalancing report (including net profit, net proceed, round trip commission, watching list etc.) generation process with 100% accuracy rate. • Created Requirements Specifications, User Case Diagrams, High level and Detailed Process Flows and standardized rebalancing report automation process that decreased requirements gathering an analysis time by 50%.

  • Student

    at Monash University

    February 2019 - October 2019

    State of Victoria

    Final year project with the Department of Environment, Land, Water and Planning Project summary: Verification of species observation points for the Victorian Biodiversity Atlas using the predictive model. • Optimized project implementation process by modifying the standard Agile methodology (modified to a hybrid of Kanban and Scrum), expected to save 5 hours of work per week compared to the normal Agile method. • Built a Dockerized(Docker) environment to prevent software incompatibility in the future, such as Rstudio, PlumbeR, RShiny, PostgreSQL • Created a system that supports different model types (Random forest and support vector machine) to generate a quality score for species observation, customized the model weight, automated model performance report. • Created database using (PostgreSQL) to store the bulk importing of the data in CSV format

Education

  • Bachelor of Computer Science

    at Monash University

    2017 - 2019 (2 years) State of Victoria

Languages

  • Chinese Native

  • English Negotiation

Hives