//assets.cakeresume.com/assets/contentarea/contentarea-2d64eca8dae2a1ffb31e0fb1df887bbad072c7c19734d7d30fa14884bbcc299a.css

3D visualization for PCA

Technical Project Manager

Yihan Chiu

2+ years of work experience in qualitative and quantitative analysis. A strong collaborative leader with technical knowledge in deep learning and analytics solutions. Proven history of successful work with cross-functional teams. 

Coursera

Udemy

The University of Manchester

China medical University

Wistron Corporation

. Worked with a team of 5-6 engineers, design and development E2E workflow for 15+ computer vision-related projects and reduce 50% of the AI project lifecycle.
. Build AI model by transfer learning and fine-tuning and training deep neural networks by Neural Structured Learning with deep learning frameworks.
. Develop TensorFlow input pipelines by using SQLite and Structuring TFRecords for convert images into the TFRecord format, to use in deep learning algorithms. 
. Create and design image datasets by mariadb and called by MySQL from backend, also automated metadata with a CronJob on Kubernetes. 
. Set up Node-exporter and Prometheus to collect metrics of the Linux hosts and create dashboards in Grafana to visualize and monitor the metrics. 

. Responsible for web scraping and data extraction from HTML with Python package and MS Access, and collaborated across departments and generated monthly business report through Power BI. 
. Ensuring internal project teams and external business partners are aware of purchase requisition processes on ERP software and forecast deadlines and accountability.

Huawei technology Ltd

Project Specialist

. Used NLP Natural Language Processing to improve the sentiment analysis. 
. Enhanced strategic decision making through descriptive analytics t-test, ANOVA, p-value by SPSS analytical tool.
. Extracted subjective information for research purposes by using MySQL and Python. 

Diabetes Digital Media

Data Analyst Intern

. Research Topic : Establishment the integrated long - term care model for cancer patients. 
. prioritised multiple tasks with IRB project administration and periodically updated the clinical documentation and reports. 
. Utilised SPSS data analytics tool to summerise quantitative and qualitative statistical data.

分享