Neural Network Web App
| C++ | CMake | TypeScript | React | CSS |
- Employed React, TypeScript, HTML, and CSS to create the front end of a web application
- Implemented a drawing canvas that sends POST requests to a back-end endpoint.
- Used previous multilayer perceptron and linear algebra libraries that I implemented from scratch using C++.
- Created a CSV parser to read and store data for the machine learning model. Alongside methods to read and write a model's data to and from a file for easy retrieval later.
- Built a web server to handle POST requests from front-end and send back the neural networks prediction.
- Gained skills in web development, front-end design, back-end implementation, and machine learning integration.
- Also gained experience in full-stack application creation + deployment, and working + managing various technologies and programming languages in a project.