John Pan's repositories
aws-iot-core-traffic-simulation
Exploration of AWS IoT - deployment of GreenGrass core on Raspberry Pi and simulation of vehicle emissions data analysis.
baby-pilot
Autonomous driving software for a Raspberry-pi powered car. Includes advanced mapping features, self-driving, obstacle detection and avoidance
car-dashboard
An Electron UI and Node Backend to visualize metrics and control picar
Database-SQL
A repository containing projects relating to database design and implementation (ER Modelling, Pig Latin, MapReduce, SQL)
Functional-Programming
This repository contains some projects relating to functional programming (OCaml)
Multilayer-Perceptron
This project implements a multilayer perceptron (MLP) from scratch to classify MNIST image data. Different parameters such as neural network depth, width, learning rate, regularization are tested to observe effects.
NightKidz-Social-Media-App
A social media app project built using the MERN stack. The application comprises authentication, pagination, search, and commenting features. The idea of the app is to provide a platform for car guys to share content.
Stocks_DDAnalyzer
Working to create a website to display stocks' due diligence accuracy of posts on the biggest financial subreddit r/WallStreetBets.
talking-plant
A project to make your plant speak via some Python and a Raspberry Pi :)
Java-OOP
Various Java projects
jpan8866
Intro
List-Redux
Simple project in which i implement redux for learning purposes.
Memories-Social-Media-App-Heroku
Memories social media app deployed on Heroku
MERN-Shopping-List
A simple shopping list built on MERN stack, deployed using Heroku.
my-hideout
Personal website built on react based on tbakerx's resume template
pearai-app
The Open Source AI-Powered Code Editor. A fork of VSCode and Continue.
pearai-submodule
Extension that powers pear.ai
personal-website
My personal website built on top of vCard
react-task-tracker
Simple task tracker built using react
Sentiment-Analysis
In this project, I implement naive Bayes and logistic regression to perform sentiment analysis on the IMDB movie ratings dataset.
shop-challenge
A Technical Challenge for Shopify Engineering
Six-Puzzle
This small project considers a variant of the eight-puzzle, where the size is reduced to 3x2 in order to keep the number of states manageable.
Textual-Classification-20news
In this project, I implement Naive Bayes and Logistic Regression from scratch and use it for textual classification and sentiment analysis.