Justin Liu's Projects
Created @ 2021 MIT Blueprint Hackathon
Supporting statistical analyses, price forecasting, and economic research for Baidu (BIDU) stock pitch
Custom U-Net to predict labels for image pixels on the CARLA self-driving car dataset
Building a convolutional neural network from scratch
AI for COVID-19
Implemented all the building blocks of a neural network to build a deep ANN from scratch
Prediction of DME eye disease
Implementation of linked lists that simulates a DMV where drivers can receive reports and edit their license
A Machine Learning Ensemble for Early Blindness Prevention
Solving the 1:K matching problem with one-shot learning and the triplet loss function
Controls subteam code for FRC Team 2637, 2019-2020
Exploration of various weight initialization methods for gradient descent
Building a logistic regression classifier through a neural network mindset
Adapting a pretrained model to new data and training a classifier using the Functional API and MobileNetV1
Created a mood classifier using the TF Keras Sequential API
A Neural Machine Translation model using an attention mechanism to translate human language
AI Art Generator: Implements a neural style transfer optimization algorithm to synthesize novel artistic images from any 2 content and style images
Planar data classification with one hidden layer
HackMIT 2023
Class materials for my free 6-week Python bootcamp
Prototype of Real-Time Object Detection System for Self-Driving Cars
Implementing the basic building blocks of ResNets in a deep neural network using Keras
Student movement and school emergency evacuation simulation
Exploring Music Trends: Machine Learning and Visualizations with Spotify Data
Web scraping for personalized stock tracking
Simulation of a student information and course registration system (APCS A 2019 final project)
Constructing a speech dataset from synthesized data and implementing an algorithm for trigger word detection