University of Washington, Seattle, Washington, GPA: 3.54 June 2015

HerbieAI Autonomous Truck, Project Manager (資策會) September – December 2018

Built an autonomous truck that can freely navigate a race course using CNN and detect multiple road signs using object detection

• Has stay in lane, avoid obstructions and automatic follow functions; trained using a 5 layer deep CNN model in Keras 
• Used OpenCV to detect traffic lights and stops the car at an appropriate distance 
• Utilized Google's Web Speech API to control the car using simple voice commands, supports multiple languages  
• Integrated road sign detection model using YOLO and TensorFlow's Object Detection API 
•  Created a LINE chatbot that returns traffic information for the street the user inputs using Dialogflow
• Project Introduction Slides: https://slides.com/warner1/herbie-2#/   
  

Yami Web Infrastructure, Project Manager (資策會) August – September 2018

Created a CPBL baseball fan website that provides the user dynamic data regarding game score and player statistics

• Has a search function that can search for crawled articles and player statistics 
•  Utilized Django Framework, RESTful api, AJAX, JavaScript and Python for the website.
•  Beautiful soup for the web crawler and MySQL for the database 
•  Set up and deployed website to AWS environment
  

Server-Side Web Development January – March 2015

Building a functioning search engine featuring query suggestion using a Trie data structure, C#/ASP.NET, PHP, and HTML5/CSS/JavaScript 

• Gained experience with cloud services (Microsoft Azure and AWS)

Web Product Design in Beijing, Project Manager August - September 2014

• Assigned each member a role and ensured all deadlines were met 
• Created Personas, team website, and oversaw mobile application design 
• Won award for Best Product Design determined by panel of judges
  

Quanta Computer, Software Engineer June 2017 – June 2018

• In charge of the order fulfillment system used by Quanta
• Communicated with customer to define requirements and complete projects using C# and SQL
• Created tools using C# and SQL to improve efficiency for the sales department

Fast Enterprises, Implementation Consultant August 2015 – Jan 2016

• Interacted with clients to understand their needs and requirements
  
• Configured proprietary software to satisfy customer needs using Visual Basic
  
• Used SQL to extract and manipulate data according client needs
  

Holland America Line: Web Application Team June – August 2014

• Developed in-house documentation for an image-mapping plug-in Helped QA team with regression testing of new booking flow application
  

ConnX Solutions: Data Migration, Project Manager March – June 2014

• Created an ETL solution for migrating data from legacy database to Microsoft Dynamics Delegated tasks to team members, set up meetings and was point of contact with client
  

Holland America Line: Web Application Team June – August 2014

• Developed in-house documentation for an image-mapping plug-in Helped QA team with regression testing of new booking flow application
  

ConnX Solutions: Data Migration, Project Manager March – June 2014

• Created an ETL solution for migrating data from legacy database to Microsoft Dynamics Delegated tasks to team members, set up meetings and was point of contact with client
  

資策會(Institute for Information Industry), Taipei, Taiwan August - December 2018

• Intensive five month (600 hrs) course focusing on AI application and web related infrastructure
• Covered topics in web applications, machine learning and deep learning 

台大資訊系統訓練班 (Information System Training Program), Taipei, Taiwan