Experience

Stockpulse

• Germany
• Financial Services
• 1 - 100 Employee

• Data Scientist

  • Jan 2019 - Present

  – Implementing and maintaining auto-training and optimizing machine learning progress for quantitative trading models – Exploring, analyzing and visualizing time-series data – Conducting analysis of trading models and producing reports – Implementing key events detecting feature in Simple/Traditional Chinese messages under Apache Storm framework – Implementing and maintaining auto-training and optimizing machine learning progress for quantitative trading models – Exploring, analyzing and visualizing time-series data – Conducting analysis of trading models and producing reports – Implementing key events detecting feature in Simple/Traditional Chinese messages under Apache Storm framework



School of Business Informatics, University of Manmheim

• Mannheim Area, Germany

• Student Assistant

  • Mar 2017 - Feb 2018

  – Communicating with professor and desiging the architecture – Designing and implementing platform for the TopFish[1] project * Platform using Java Spring framework and Python RESTful API, both deployed on Linux server [1] Nanni et al. (2016). TopFish: Topic-based analysis of political position in US electoral campaigns. – Communicating with professor and desiging the architecture – Designing and implementing platform for the TopFish[1] project * Platform using Java Spring framework and Python RESTful API, both deployed on Linux server [1] Nanni et al. (2016). TopFish: Topic-based analysis of political position in US electoral campaigns.



eGroup Co. LTD

• Full-time Java Web Developer

  • Nov 2013 - Jul 2014

  – Implementing Activity, Links functions for both front- and back-end in the Money Trainer project– Being responsible for platform development, deployment and database design in the Chen Yung & Fu Jen Breast Cancer Foundation project, including communicating with customers and interfacing online credit card API

• Part-time Java Web Developer

  • Sep 2012 - Oct 2013

  – Implementing some components for both front- and back-end in the Information Management Department project as well as deploying on PaaS (Google App Engine)