Twirl - AI Agent for Building CAD Models
Summary
An AI-powered CAD modeling agent that generates parameterized 3D models from natural language prompts, with real-time visualization and a 3D printing pipeline.
About
Highly motivated and results-driven Computer Science student with a strong foundation in full-stack development, machine learning, and cybersecurity. Proven ability to architect, develop, and deploy scalable applications and AI/ML solutions, demonstrated through impactful internships and award-winning projects. Eager to leverage expertise in Python, JavaScript, cloud platforms (AWS, GCP, Azure), and various frameworks to drive innovation and solve complex technical challenges.
Work
Shopify
|Software Engineer Intern
Summary
Incoming Software Engineer Intern position for Summer 2025.
Highlights
Secured an incoming Software Engineer Intern position for Summer 2025.
Sunnybrook Research Institute
|Machine Learning Research Intern
Summary
Contributed to advanced machine learning research, focusing on optimizing medical imaging and expanding datasets.
Highlights
Engineered a 3D convolutional neural network (CNN) to optimize treatment monitoring, enabling real-time analysis.
Achieved a 46x speed improvement with high accuracy in ultra-fast image reconstruction approximations.
Expanded ML training data by 50% through the generation of synthetic radio frequency image datasets.
Conducted research on and implemented key findings from advanced neural network architectures (U-Net, ResNet, DenseNet).
Summary
Developed systems for data collection and analysis in cybersecurity research, focusing on traffic fingerprinting and censorship-resistant internet communications.
Highlights
Architected a GUI automation system to collect over 20 GB of TCP/IP packet data from video conferencing calls.
Scraped and processed 100+ hours of video data to curate a robust dataset for ML model training.
Presented research papers to lab groups on traffic fingerprinting and censorship-resistant internet communications.
Awards
RBC's 1st Place ($1,200) Prize
Awarded By
Hack the North 2024
Awarded 1st place out of 842 participants at Hack the North 2024, Canada's largest hackathon, for the EcoRewards mobile app.
UofTHacks Winner
Awarded By
UofTHacks
Recognized as a winner at UofTHacks for the Twirl AI Agent for Building CAD Models project.
Certificates
AWS Certified Cloud Practitioner
Issued By
Amazon Web Services
Skills
Python
Programming Language, Machine Learning, Backend Development.
JavaScript
Programming Language, Frontend Development, Backend Development.
TypeScript
Programming Language, Frontend Development.
Ruby
Programming Language, Backend Development.
SQL
Database, Data Management.
HTML5
Web Development, Frontend.
CSS3
Web Development, Frontend.
C++
Programming Language.
Java
Programming Language.
Go
Programming Language.
Racket
Programming Language.
React
Frontend Framework, JavaScript.
Next.js
Frontend Framework, React.
Express.js
Backend Framework, Node.js.
Node.js
Backend Runtime, JavaScript.
Flask
Backend Framework, Python.
Vue.js
Frontend Framework, JavaScript.
Tailwind CSS
CSS Framework, Frontend.
TensorFlow
Machine Learning Framework, Deep Learning.
Rails
Backend Framework, Ruby.
OpenCV
Computer Vision, Image Processing.
Mediapipe
Machine Learning, Computer Vision.
SocketIO
Real-time Communication, WebSockets.
JWT
Authentication, Security.
Redis
Database, Caching.
Docker
Containerization, Deployment.
PostgreSQL
Database, SQL.
MongoDB
Database, NoSQL.
Google Cloud Platform (GCP)
Cloud Computing, Deployment.
PyTorch
Machine Learning Framework, Deep Learning.
Django
Backend Framework, Python.
Firebase
Backend-as-a-Service, Cloud Database.
AWS
Cloud Computing.
Azure
Cloud Computing.
Git
Version Control.
Bash
Scripting, Command Line.
Linux
Operating System, Command Line.
Projects
EcoRewards – Mobile Rewards App
Summary
A mobile rewards application incentivizing eco-friendly purchases with AI-powered receipt scanning and seamless data processing.
Credibility - Full-Stack Web Research App
Summary
A web-based research tool leveraging Large Language Models (LLMs) and key metrics to assess website credibility, content, and UI.
Sensai – Full-Stack Workout Coach
Summary
A full-stack fitness platform providing real-time AI feedback for live camera input, with secure user authentication and session management.