Experience

Advata

• United States
• Software Development
• 1 - 100 Employee

• Data Scientist

  • May 2020 - Present



DataSpark Pte Ltd

• Data Scientist

  • Jul 2017 - May 2020

  ● Contributed to the continual development of DataSpark’s Mobility Genomes which processes spatial-temporal data to serve transportation and advertising use cases [Scala]. ● Built reporting tools and a dashboard to streamline data quality checks [Python, MongoDB, JavaScript and Flask]. ● Worked closely with the data science and engineering team in testing and validation of code pre-deployment [Scala, Python]. ● Responsible for improving the accuracy of a real-time crowd monitoring dashboard which reflected reliable counts on actual event days, contributing to the project’s continual success [Spark, R].



DataSpark

• Singapore
• Technology, Information and Internet
• 1 - 100 Employee

• Data Science Intern

  • Jun 2016 - Dec 2016

  ● Carried out customer market segmentation to improve contextual marketing techniques. ● Devised metrics to measure the feasibility of incorporating GPS data into a real-time location based dashboard. ● Performed time series modeling for forecasting of users’ travel time. ● Carried out customer market segmentation to improve contextual marketing techniques. ● Devised metrics to measure the feasibility of incorporating GPS data into a real-time location based dashboard. ● Performed time series modeling for forecasting of users’ travel time.



HOPU Investment

• Private Equity Intern

  • May 2015 - Jul 2015