• Quantitative Research Analyst Intern

    at Martian Capital Pte Ltd

    November 2019 - at Present


    • Build regression model to predict the price of gasoline for different regions in US using R. • Write scripts to automatically generate the report and visualize results from raw data using SQL and R

  • Data Scientist Intern

    at Visenze Pte Ltd

    May 2019 - August 2019


    Data Engineer and Model Building • Gathered, organized, augmented and cleaned raw data, defined attributes before further processing • Built 6 deep learning models using python and deep learning tool kit based on business uses, achieved accuracy of 95% for each built model • Studied the output of created model, performed error analysis on bad cases and refined the model based on customer requirements. More than 70% of bad cases were resolved for each built model Reporting and Communication with Clients • Educated internal stakeholders on the proper use of the model, documented the model for future uses • Liaised with production team in preparing presentation slides for effective client communication

  • Data Research Intern

    at Municipal Bureau of Statistics of Jingzhou, China

    May 2019 - July 2019


    Data Analysis and Interpretation • Coordinated with various parties to collect the quarterly economic progress data in the city district areas • Analyzed economic performance data and crafted the presentation of the data for meetings and review • Composed monthly economic key reports for the Management for policy making and reviews according to data forms while maintaining highest standards of data security.

  • Database Development Intern

    at Makino Asia Pte Ltd

    May 2018 - July 2018


    Database Creation and Maintenance • Proposed and created an Engineering Database using SQL and VBA, to streamline engineering analysis and improve efficiency, the database is currently being used by 50+ engineers • Continuous improvement on database functionalities to automate repetitive manual work (emailing, database updating, reporting, etc.) • Using collective measures to protect and secure the company’s database from possible threats. Application Development • Designed and implemented production customization, monitoring and troubleshooting application in database using VBA, the application is currently used by 50+ engineers

  • Sales Support Assistant

    at China Merchants Bank

    May 2016 - May 2016


    Sale Support and Event Management • Attended to the requests of the clients including opening of bank and credit accounts via online system • Assisted in organizing and conducting direct marketing/community outreach activities


  • Bachelor of Science

    at National University of Singapore

    2016 - at Present (4 years) Singapore


  • English Negotiation

  • Chinese Native