Supun De Silva
Full Stack Developer | AI Researcher
Hire this person
Send a job offer directly to this candidate
About
Experienced software developer with a strong foundation in artificial intelligence and full-stack web development. Demonstrated dedication and proficiency through academic excellence and hands-on research roles. Passionate about harnessing technology to address real-world challenges. Eager to apply my expertise and continuously learn in a dynamic work environment.
Experience
Athabasca University (Edmonton, Alberta)
NSERC Research Assistant, VIP Research Group [Contract] Sep 2023 - present
● Creating a dashboard for educators to create courses and upload course material that will be used to train a neural network using PHP, MySQL, HTML, and CSS
● Extracting text from PDF, Word, PowerPoint, and MP3 files using Python to create our corpus for natural language processing
Research Assistant, Intelligent Education Systems [Contract] Sep 2021 - Aug 2023
● Integrated multi-armed bandit reinforcement learning algorithms to Adaptive QuizMaster, a web application, using JavaScript, NodeJS, ExpressJS, and MongoDB
● LTI-enabled Adaptive QuizMaster to be connected with any Learning Management System such as Moodle, Canvas, etc.
● Simulated the performance of a novel multi-armed bandit algorithm, TTTS-T3C, in detecting student learning weaknesses for a conference publication using Python
● Implemented the TTTS-T3C multi-armed bandit reinforcement learning algorithm to Adaptive QuizMaster to detect student learning weaknesses
● Aided in converting Adaptive QuizMaster from a server side rendering application to a single page application using ReactJS
Senior Research Assistant, IDEA Lab [Contract] Oct 2022 - Feb 2023
● Automated data cleaning for a Canada-wide nursing genomics study with over 1500 participants using Python to under a minute
● Visualized data from this study to be used in presentations, conference, and journal papers
● Configured and deployed an experimental REDCap instance for testing and research purposes on an AWS EC2 instance using PHP and MySQL
Research Assistant, IDEA Lab [Contract] Apr 2022 - Dec 2022
● Created a dashboard that allows users to start topic modeling jobs, manage topic modeling jobs, and view the results from topic modeling jobs using PHP, MySQL, HTML, CSS, and Bootstrap
● Automated the entire topic modeling process using Python and AWS Comprehend
Education
Athabasca University (Edmonton, Alberta)
Bachelor of Science - Computing Information Systems Expected February 2024
● GPA: 4.0
● Accolades: Dean’s Honors List (2022 and 2023), AU Undergraduate Outstanding Achievement Scholarship 2023, IDEA Lab digital first research recognition, and AUSU Academic Scholarship (2021)
University of Alberta (Edmonton, Alberta)
Bachelor of Science - Ecology
● Accolades: Jason Lang Scholarship (2016, 2017, and 2018) and Dean’s Honors List (2017)
