Work History

• 2023

  Terrascope

  Data Scientist

  (2023.4 - Present) | Singapore

  In my current position, I am actively engaged in driving efficiency and scalability within the organization. In data R&D, I conduct in-depth research in emerging domains and translate these insights into practical solutions by developing Python modules for the team's utilization. Simultaneously, I also serve as a Data Engineer, playing a crucial role in identifying, extracting, and ingesting emission factor datasets into PostgreSQL databases to meet specific business requirements. A notable achievement in this capacity includes orchestrating a significant overhaul of our ingestion process, resulting in an impressive 8x speed improvement while enhancing data accuracy and quality. Additionally, I lead the design and implementation of a comprehensive data transformation workflow on AWS Sagemaker, improving operational efficiency and data traceability across the organization

• 2021

  Edelman Data & Intelligence (DxI)

  Senior Data Scientist

  (2021.5 - 2023.4) | Singapore

  Project scoping and management as well as develop and deploy machine learning / deep learning models for data products development

• 2019

  Edelman Predicitive Intelligence Center (EPIC)

  Senior Data Modeling Specialist

  (2019.10 - 2021.4) | Singapore

  Project and stakeholder management, facilitate the collection and management of data from multiple sources, and deliver advanced analytics and customer segmentation to provide insights for performance marketing.

• 2018

  Edelman Predicitive Intelligence Center (EPIC)

  Data Modeling Specialist

  (2018.8 - 2019.10) | Singapore

  Facilitate the collection and management of data from multiple sources, and deliver advanced analytics and customer segmentation to provide insights for performance marketing.

• 2018

  DBS

  Data Analyst Intern

  (2018.5 - 2018.7) | Singapore

  Applied pre-trained word2vec and cosine similarity to identify risks in news articles and classify articles into different risk categories.

Education History

• 2015

  Singapore Management University

  Master , Finance

  (2015.8 - 2018.7)

  Conduct Empirical Researches on Corporate Finance, Asset Pricing and Hedge Fund.

• 2011

  University of Electronic Science and Technology of China

  Bachelor , Finance & Electrical Engineering

  (2011.9 - 2015.7)

  Top Rank Students. Actively involved Mathematical Modelling competition.

Programming Skills

Language Skills