Maureen Hsu Email & Phone Number

美國 加利福尼亞州 帕羅奧圖

Palo Alto, California, United States

- Successfully upgraded the security of Cluster Cloud Elastic Storage by implementing key-less connection authentication using Azure Managed Identity- Streamlined existing cluster workflows by introducing health checks to facilitate a seamless transition to managed identities- Automated authentication for new Azure CC-ES clusters during the cluster setup process, ensuring secure connections from the outset- Implemented Golang and Scala backend solutions, merged to production. Utilized Kubernetes for efficient container orchestration

台灣 臺北市

- Created syncing flows between chat messages on CRM messages and home professionals’ gmail with Google Cloud API, PHP, MySQL and Docker- Employed BERT to classify semantic meaning of online chat between homeowners and professionals and generated proper response prompt based on the content detected; deployed models on AWS- Doubled the amount of sales by building the data cleansing and scraping system for crawling home professionals from 30+ websites with Scrapy

Taipei City, Taiwan

- Achieved 99.99% accuracy on image classification and object detection problems.- Designed and implemented production systems to provide stable real-time image recognition APIs.- Provided web monitors using Django for displaying results and performance statistics and tuning parameters of the image recognition systems.- Developed annotation interface and system that can easily generate labels and bounding boxes and can be loaded as training data fast.

- Achieved 96% of accuracy on image recognition using CNN (Keras).- Collected transaction data using Python and performed time series analysis by XGBoost using R.- Successfully solved CAPTCHA with 82% accuracy by using sliding windows and CNN (Keras).- Developed a dashboard using Python on Django, jQuery and PostgreSQL.- Completed a system used to inspect quality of data from a data provider using web crawling.

Taiwan

- Participated in System Integration Testing in Taiwan Depository and Clearing Corporation. - Collaborated with 3 seniors and 7 team members and proposed IBM’s Mobile solution for ambulance.

Hsinchu

- Worked cross-functionally to reduce over 80% of queue time of 20 nm product.- Nominated and represented for Fabrication 12 in intern project final competition.

Master Of Science - Ms, Information Science

Master'S Degree

Research area: machine learning in medical images Master Thesis: Automatic Detection of Skeletal Muscle at Abdominal CT images Courses.

Bachelor'S Degree, Industrial Engineering