• Developed a DEI Consulting Tool using Google Apps Script and TypeScript, automating the analysis and
formatting of form responses into numerical data, reducing manual processing time by 70%
• Linked TypeScript output to Google Sheets, creating dynamic graphical representations of data, enabling
stakeholders to visualize trends and insights
• Automated the end-to-end workflow of the tool, including data extraction, transformation, and
visualization, improving efficiency by 50% while ensuring 100% data integrity

• Designed and maintained core features for MarkUs, a submission and grading tool contained in Docker serving
10,000+ students and faculty at the University of Toronto and the University of Waterloo, using Ruby on Rails.
• Reduced query time by 96.72% by optimizing PostgreSQL queries in MarkUs, resolving N+1 querying issues for
large-scale user actions. Leveraged Ruby on Rails’ Active Record to enhance system performance and scalability.
• Developed comprehensive test cases using the RSpec testing library, improving code coverage to 95.17% and
ensuring high-quality, stable releases.

• Designed and developed a responsive website using HTML, CSS, and JavaScript, increasing site traffic by 40%
within three months.
• Developed an interactive project gallery with category filters and a contact form, improving user engagement and
generating over 50 customer inquiries per month.
• Deployed the website on a custom domain using GitHub Pages and GitHub Actions, reducing hosting costs by 30%
while maintaining 99.9% uptime

• Developed a productivity tool that uses Google Gemini to parse course syllabuses and create dynamic schedules.
• Implemented secure user authentication and authorization using Auth0 and OAuth2.
• Designed and engineered RESTful APIs to handle file uploads, parse syllabus data, and manage calendar settings
with real-time updates based on user interactions.
• Collaborated with a team to create an interactive timetable interface using React and Tailwind CSS.

Created a full-stack application using express.js, node.js, HTML/CSS, and SQLite.
Integrated API requests to fetch data.
Communicated with the database using HTTP requests.

• Designed and implemented a multilingual messaging platform supporting real-time translation across 11 languages,
enabling seamless communication by leveraging the DeepL APIs for translation services and efficient data
synchronization using MongoDB.
• Led collaboration efforts with a team of developers by implementing Git version control workflows and conducting
code reviews via GitHub, ensuring high-quality and maintainable code.
• Engineered scalable backend services for user management, group chats, and event functionality by implementing
MVC architecture design patterns.

• Developed an Instagram unfollower tracking app with an intuitive UI, utilizing both Streamlit and CustomTkinter
to assist 50+ users in generating actionable social media insights and identifying unfollowers.
• Integrated Instagram’s data export feature, enabling secure uploads of follower and following data in JSON format
while maintaining full compliance with Instagram’s terms of service.
• Authored a detailed wiki/guide in Markdown, offering a step-by-step tutorial on app usage, which reduced user
support inquiries by streamlining the onboarding process.

• Collaboratively designed and implemented an automation tool in Python to autonomously generate TikTok content
in two modes, driving 60,000+ views per month by consistently producing engaging and trending content.
• Utilized the Reddit API to source entertaining and trending stories used in the autonomous content generation.
• Transformed long videos into short-form content optimized with external background footage for user engagement.
• Employed OpenAI’s Whisper and Google Cloud’s Text-To-Speech to automatically narrate and subtitle content.