Beast code in Giters

Charlie Lin's repositories

Jobalytics

Jobalytics is a Node web app that helps users tailor their resume to any job posting. Used transfer learning to adjust a Word2Vec model to identify and cluster keywords based off word morphology.

Language:JavaScriptMIT18 3 1

Java-DeepDive

A collection of Algorithms & Data Structures in Java that I built from scratch as well as problems I have solved involving coding, math and probability. Roughly 400 problems solved to date.

Language:Java6 10

Pinpointr

Hack the North Champions. Used triangulation, multiplexing, kalman filtering, pulse-code modulation, & fast fourier transforms to pinpoint location with a high frequency sound wave methodology.

Language:JavaScript6 40

BasicNeuralNet

Neural Network built from scratch with matrix backpropagation. Contains the Tanh, Sigmoid, and ReLU activation functions. Implemented the cross-entropy loss function to vastly improve learning rate.

Language:C++4 10

Mathematics-for-Machine-Learning

Notebook Work for Mathematics for Machine Learning Specialization By Imperial College London

Language:Jupyter Notebook3 10

Battle-Tetromino

An online multiplayer Tetris game. Machine player trained with a genetic algorithm and mutation operator using supervised heuristic optimization. Used low latency optimizer for web socket connection.

Language:Java2 10

phormatics

Phormatics is an AI cloud computing platform built from scratch using a deep convolutional neural net to perform feature extraction for confidence maps to critique workout form & count repetitions.

Language:Jupyter Notebook2 10

Chemical-Equation-Balancer

Chemical equation balancer & stoichiometry calculator. Implemented Gauss-Jordan elimination to produce reduced row echelon form of augmented matrices created via rule-based parsing algorithm.

Language:Java1 10

QuantumComputingTutorial

An introductory repository to Quantum Computing using IBM's QSKIT library. Code fully commented.

Language:Jupyter Notebook1 10

charlielin99.github.io

My personal website showcasing my projects. Styled using CSS transitions & keyframes. Layout uses a mixture of flexbox and bootstrap grid. Designed custom parallax scrolling effect from scratch.

Language:CSS010

Battleship

Battleship game that allows for local multiplayer and human vs machine modes. Machine implements a rule-based enumeration algorithm to find the convex-optimal solution to the game board.

Language:Java010

1990's style GUI chatroom using Java Swing. Implemented a custom data association for user profiles and messages. Used a prioritized message queue management system for server to client communication.

Language:Java010