•Project Blog
Hyperloo: Building a Knowledge Graph for University Courses
How I built an algorithmically generated knowledge graph for UWaterloo programs and courses
NLPWeb ScrapingKnowledge GraphNext.js
Blog
•Project Blog
Doledesk: Automating Substitute Teacher Scheduling
How I built a system to automate substitute teacher scheduling
JavaJavaScriptBubble
•Project Blog
Pare: Summarizing Resumes on Any ATS
How I built a browser extension to summarize resumes on any ATS
JavaScriptHTML/CSSGitPDF.js
•Project Blog
SAI Microjet: Optimizing Sulfur Ratios for Geoengineering
Developing a hardware rig and firmware system for a microjet engine to test optimal sulfur ratios for stratospheric aerosol injection.
PythonFirmwareMechanical DesignCAD
•Project Blog
reverseATS: find the most relevant job postings
How I built a tool to find the most relevant job postings for a given resume
JavaScriptPythonBeautifulSoupChrome Extension
•Project Blog
chatUW: A Chatbot Trained on Waterloo Student Wisdom
How I built a RAG chatbot for the University of Waterloo
PineconeOpenAINext.js
•Project Blog
uwOS: a Launchpad for Waterloo Students
How I built a macOS-style “student operating system” that pulls the best UWaterloo tools into one place
Next.jsReactTailwindElectronStudent ProductivityElectron Forge
Pikachu: a Pair Programming Agent
How we built a real-time, voice and text enabled pair programming agent and won a hackathon
Google AI TinkerersPair ProgrammingAgentic ProgrammingFastAPIWebSocketElectronGemini 2.0 Flash Live
•Project Blog
Ontology Project
Building automatic RDF/OWL ontologies from plain story text with LLM extraction, coreference resolution, and SPARQL over narrative knowledge graphs
RDFOWLSPARQLKnowledge GraphClaudeLLMNarrative
Waterloo Is Biting the Hand That Built Its Name
The university's global reputation was forged by students and alumni in co-op, startups, and tech. When policy and culture turn against that same pipeline, the brand eats itself.
University of WaterlooOpinionCo-opHigher Education