Jainam Shah
Computer Science @ Toronto Metropolitan University
Experience
Cybersecurity Operations Intern
Supported enterprise security operations by investigating phishing incidents, analyzing threat indicators, and automating triage workflows using Python and Microsoft security tools.
Cybersecurity Operations Intern
Supported enterprise security operations by investigating phishing incidents, analyzing threat indicators, and automating triage workflows using Python and Microsoft security tools.
Research Assistant
(Applied Machine Learning)
Supported senior researchers by developing data pipelines and NLP models, improving data reliability and contributing to applied machine learning workflows across multiple datasets.
Research Assistant
(Applied Machine Learning)
Supported senior researchers by developing data pipelines and NLP models, improving data reliability and contributing to applied machine learning workflows across multiple datasets.
Additional Experience
Academic Tutor
Math Tutor
Retail Associate
Office Administrator
Projects
Algoware
Chrome extension that audits YouTube recommendations by revealing topic and sentiment trends, promoting algorithmic transparency.
- Fine-tuned BERT model for 26-category topic classification with Flask backend
- Client-side JavaScript scraper analyzing 20 recommendations in ~12 seconds
Lumina
Real-time collaborative drawing app with live cursor tracking and presence awareness across ephemeral sessions.
- Supabase Realtime Channels broadcasting drawing events with no database storage
- Interactive HTML5 Canvas editor with multiple tools, undo/redo, and export functionality
Skincare Recommender
Python-based application helping users find skincare products tailored to their skin type, budget, and preferences using graph-based recommendations.
- Graph data structure with users/products as nodes and 8000+ reviews as edges
- Interactive Tkinter GUI with real-time filtering by skin type, budget, and brand
Citco
Web application investigating correlation between individual researchers' citation counts and NSERC Discovery Grant funding amounts.
- Web-scraped dataset from NSERC grant database and Google Scholar citations
- Statistical analysis revealing Pearson correlation coefficient of ~0.3
NewsNest
MERN stack news aggregation platform allowing users to explore, save, and manage articles with JWT authentication and NewsAPI integration.
- RESTful API with Express backend and MongoDB for user authentication
- Keyword search functionality with personalized article saving and management