Daiwei Lin work email
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Daiwei Lin personal email
I graduated with a Master's degree in Electrical & Computer Engineering at the University of Waterloo. My thesis was about applying deep reinforcement learning in human-robot interaction. Took graduate level courses in supervised/unsupervised learning, statistical learning, data analysis and etc. I have also gained experience in web application development through coop internship. I am familiar with C#, CSS/HTML, and ASP.NET. I am interested in software development positions.
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Senior Cloud Automation EngineerGeotabWaterloo, On, Ca
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Devops EngineerGeotab Mar 2021 - Present• 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
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Software EngineerAerobi Oct 2020 - Dec 2020- 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. -
Graduate Research AssistantUniversity Of Waterloo Sep 2017 - Jun 2020• 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 35%.• Developed a simulator with Unity in C# that allows experiment prototyping and algorithm validation. It is the fundamental platform in future research. -
Hardware DesignerEvertz Sep 2016 - Dec 2016Burlington, 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. -
Electrical EngineerSolus One Sep 2015 - Dec 2015• 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 protection and low power mode. Responsible for BMS design and PCB design and testing.• 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%.
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Software EngineerIbm Jan 2015 - Apr 2015Ottawa, 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. -
Intermediate/Senior Web ProgrammerRich Media May 2014 - Aug 2014Toronto, 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. -
Web DeveloperIntelex Technologies Ulc Jan 2013 - Apr 2013Toronto, 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.
Daiwei Lin Skills
Daiwei Lin Education Details
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3.72/4.0
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3.9/4.0
Frequently Asked Questions about Daiwei Lin
What company does Daiwei Lin work for?
Daiwei Lin works for Geotab
What is Daiwei Lin's role at the current company?
Daiwei Lin's current role is Senior Cloud Automation Engineer.
What is Daiwei Lin's email address?
Daiwei Lin's email address is da****@****tab.com
What schools did Daiwei Lin attend?
Daiwei Lin attended University Of Waterloo, University Of Waterloo.
What skills is Daiwei Lin known for?
Daiwei Lin has skills like Python, Matlab, Tensorflow, Machine Learning, .net Framework, C#, Javascript, Altium Designer, Supervised Learning, Reinforcement Learning, Html.
Who are Daiwei Lin's colleagues?
Daiwei Lin's colleagues are Ethan Liong, Steve Reynolds, Aarushi Jain, Mahrukh Bilal, Felicity Allan, Jenny Hillary Dcruz, Eduarda Kotlinsky.
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