Matthew Duke Pan's Projects
With the plethora of CLI commands to learn, it is helpful to have an API which returns us commands that we often forget. (C#, ASP.NET Core, MVC, SQL Server, REST API)
Programs using Python, Apache Spark, Dask.
COMP472 AI Assignment
Notes on Python, Apache Spark, Dask and Scikit-Learn.
COMP348
Frequent itemsets and k-means clustering.
A healthcare vaccination database management system. [Comp 353]
Programs specifically related to data structures & algorithms.
Just React
McGill Hackathon project: mobile app that minimizes forest fires by alerts once early fires are detected through satellite image (React Native). Hackathon by McGill Women in Computer Science (McWiCS).
Challenge solved.
GitHub Description (README.md)
Comp 348
Web scraping graphic card data from NewEgg to analyze prices. This project's goal is to practice web scraping & Python, and was inspired from the newly announced RTX 3000 series GPUs from Nvidia.
Example of how to structure a GraphQL-Application using Go and gqlgen
Java Programs [2]: Inheritance, Polymorphism, Packages, Exception Handling, File I/O classes, ArrayList, LinkedList, Collections, etc.
Discrete Mathematics LaTeX source codes
Locality-sensitive hashing is an algorithmic technique that hashes similar input items into the same "buckets" with high probability. Since similar items end up in the same buckets, this technique can be used for data clustering and nearest neighbor search.
Comp 445: Data Communication and Networks
Operating systems, Threads, CPU, etc. [Comp 346]
The Best AI-Powered Text Editor Made By Coders, For Coders
Full stack development project on a polling system where people can create and vote for polls. [SOEN387]
Visit my portfolio website! https://matthewpancv.web.app/
Comp 348: C, Python, Clojure, etc.
Generate question and answers for QuizGPT with ChatGPT
ReactJS and API fetching practice. A website which lets you find the ingredient set of tens of thousands of food and dishes.
Recommender systems: collaborative filtering and latent factor models.