Harry Chen Email & Phone Number

New Taipei City, Taiwan

• Built ETL pipelines using Python, SQL and Airflow. And manage warehouse data in PostgreSQL.
• Built data models and interactive dashboards with Qlik in supporting analytics in the field of product cost, material and shipping.
• Helped company-wise data governance by implementing permission controls in dashboarding tool (Qlik) and establishing a centralized data catalog (Datahub) to improve data discoverability.

Taipei City, Taiwan

• Built a real-time log streaming system using Graylog to track resource usage of each process in edge devices and setup alarms. Also built a dashboard for team members to view the monitored metrics.
• Composed Linux scripts to help deploy face recognition model to edge devices, including environment configuration script, system startup script, and scheduled script.
• Researched and implemented face anti-spoofing (liveness detection) from infrared (IR) and visible light (RGB) images. The method involves head post estimation and image quality assessment techniques.
• Constructed a face verification system with C++ for NIST FRVT 1:1 Contest. And working with machine learning engineers to optimize the system’s performance and efficiency, including image pre-processing, tunning of.

Taipei City, Taiwan

• Built ELT data pipelines on GCP Composer(Airflow) and BigQuery for creating features from invoice data, and contributed to its CI/CD process.
• Worked with PM and designer to design metrics and dashboards for supporting business partners' data-driven decision making. And incorporated PySpark for generating reports faster.
• Developed an NLP model to perform binary classification of cafe items. Model utilized word segmentation and word2vec technique along with a support vector machine (SVM).

Taipei City, Taiwan

• Applied an object detection model (yolov4) to capture smoke from the video of factory surveillance cameras

Master'S Degree, Computer Science

• GPA 4.1 / 4.3 • Courses: Natural Language Processing (NLP), Data Mining, Distributed System. • Thesis: Improve the Identification of.

Bachelor'S Degree, Computer Science And Information Engineering

• Courses: Algorithm, Operating System, Statistics, Introduction of Data Science, Neural Networks • Leadership: Fire Dance Club. Lead a.