Experience

Cohesic Inc

• Canada
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist | Data Science Program Lead

  • Jul 2022 - Present

  Alberta, Canada Cohesic is a company that provides clinical decision support service to cardiologists and healthcare providers. As Data Science Program Lead, my main job is applying cutting-edge techniques on collected data to build Machine Learning models to predict presence of certain diseases or the occurrence of some Major Adverse Cardiovascular Events (MACE). We also work on designing and building a cloud based data platform that features a data center collecting data automatically from… Show more Cohesic is a company that provides clinical decision support service to cardiologists and healthcare providers. As Data Science Program Lead, my main job is applying cutting-edge techniques on collected data to build Machine Learning models to predict presence of certain diseases or the occurrence of some Major Adverse Cardiovascular Events (MACE). We also work on designing and building a cloud based data platform that features a data center collecting data automatically from siloed data warehouses, and an environment where data engineers and scientists can design and set up ELT pipelines and build ML models for predictions on this platform. Key features to be taken into account for this cloud based data platform are * Data Governance * Data Security * System Stability * System Scalability * Data Latency * Integration * Cost Show less



HTC

• Taiwan
• Consumer Electronics
• 700 & Above Employee

• Data Scientist | Consultant

  • Feb 2022 - Jul 2022

  Taiwan Worked as a data scientist and a consultant, I worked with data team to created a prediction model for network cost prediction and build a list of dashboards for business owners helping them on decision making and keep track on the decision results and monitor business performance.



HTC

• Taiwan
• Consumer Electronics
• 700 & Above Employee

• Analytics Manager | Data Scientist | Data Team Lead

  • Dec 2020 - Aug 2021

  New Taipei City, Taiwan

• Data Scientist at VIveport

  • Nov 2016 - Dec 2020

  TW VR Data Team serve as the data center of Viveport Department. We provide the service to collect BI data of all (more than 30) features. We also provide Data ETL, cleaning, summary services to operation team and/or managers to help them making decisions and trying to identify potential root causes of some unexpected issues or findings. Moreover, we try to provide more advanced analysis of data to get valuable information than simple summary reports requested by operation teams. These… Show more VR Data Team serve as the data center of Viveport Department. We provide the service to collect BI data of all (more than 30) features. We also provide Data ETL, cleaning, summary services to operation team and/or managers to help them making decisions and trying to identify potential root causes of some unexpected issues or findings. Moreover, we try to provide more advanced analysis of data to get valuable information than simple summary reports requested by operation teams. These advanced analyses help to identify or narrow down options of next steps.

• Senior Data Scientist

  • Nov 2014 - Oct 2016

  TW Data Insight Management team serve as the data center of User Trial Department(UTD in short). We perform Data ETL, cleaning, summary and provide information extracted from data for UTD colleagues to help them making decisions. One thing to note, I built a system on my own with R ( a Statistical programming language) for end users to get information and visualization dashboard of data in our database such that they can access data and, moreover, information immediately from the system… Show more Data Insight Management team serve as the data center of User Trial Department(UTD in short). We perform Data ETL, cleaning, summary and provide information extracted from data for UTD colleagues to help them making decisions. One thing to note, I built a system on my own with R ( a Statistical programming language) for end users to get information and visualization dashboard of data in our database such that they can access data and, moreover, information immediately from the system directly. One example project is to try to identify root cause of thermal issues and/or to predict the temperature that users would complain by using machine learning techniques.



Xinguard

• Senior Data Scientist | Data Analyst | Researcher

  • Feb 2013 - Oct 2014

  Created and owned a patent - process system for constructing network structure deployment diagram and method thereby and a computer program product storing a network structure