Daiwei Lin Email & Phone Number

Waterloo, ON, CA

• Build and deploy Docker containers hosting microservices such as SFTP and Python script servers, increasing scalability and optimizing speed.
• Maintain scripts that process VM metadata with Python and Google BigQuery.
• Build and manage virtual machine images/instances hosting Geotab’s cloud services on Google Cloud Platform (GCP) with Powershell, Bash.
• Build CI/CD pipeline using Gitlab

- Develop and test real-time image segmentation solutions using deep learning in Pytorch. Deploy the product into web browser environments using ONNX, Tensorflow.js, etc.

• Proposed and implemented a reinforcement-learning based approach to control robots during its interaction with humans. It enables robots to improve interaction behaviors learned from the interaction process.
• Cooperate with another team to create an interactive sculpture/robot, which was exhibited at the Royal Ontario Museum. Collected data shows increasing the interactions between the sculpture/robot and human visitors by.
• Developed a simulator with Unity in C# that allows experiment prototyping and algorithm validation. It is the fundamental platform in future research.

Burlington, Ontario

• Participated in design improvements of the bandwidth meter which is part of a FPGA-based server handling high bandwidth (100+ Gb/s) streaming data. The improved design accommodates different communication protocols.
• Designed a sample data generation and validation module for the FPGA-based server. Data content is customizable through API, making self-debugging time-efficient and independent of external test sources.

• As a primary designer in the team, implemented the battery management system (BMS) for the household humanoid robot, which provides battery level monitoring, overcurrent/overvoltage protection, charge/discharge.
• Improved integration and capacity of motor control ICs and integrated position sensors of robot joints onto PCB, reducing the occupying space of PCB by 50%.

Ottawa, Canada Area

• Worked in a team that researched and developed solutions to include Internet of Things (IoT) cloud service into the product (SaaS/PaaS), which was deployed successfully on IBM's cloud platform Bluemix.
• Developed a scalable, light-weight IoT device simulator in Java using MQTT protocol, serving as a test and validation tool for the deployed IoT service.

Toronto, Canada Area

• Designed web pages and web applications used by ScotiaBank and other companies using JavaScript, PHP and HTML.
• Performed cross-browser and cross-device testing for products, ensuring users can access the websites properly with different browsers and screen shapes.
• Performed accessibility test of websites and fixed issues, ensuring websites are accessible to users with disabilities.

Toronto, Ontario, Canada

• Worked in a team managing the company's website and developer forum (1000+ users). Perform maintenance and updates using HTML/CSS, JavaScript, C# in ASP.NET MVC framework.
• Created a web application interface allowing webpage graphic designers to upload and preview their designs. It greatly improved work efficiency and received high recognition from the design team.
• Bridged between web developers and graphical designers to provide the best quality of website designs.

Master Of Applied Science - Masc, Electrical And Computer Engineering - Systems And Control, 3.72/4.0

- Thesis: "Interactive Behaviour Generation for Human-Robot Interaction Based on Reinforcement Learning". - Courses: Introduction to.

Bachelor Of Applied Science - Basc, Electrical Engineering, 3.9/4.0

Graduate with Distinction and on Dean’s Honours List