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attention-lstms

A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.

autotruckx

An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.

bank_ecosystem

A banking project to model modern bank user accounts and incidence details. Implemented using MySQL for database, Python OOP and dictionaries for data processing, and Tableau for data visualization.

bisenet-app

A face semantic segmentation Flask app deployed in a docker container on GCP Container Registry and a Kubernetes Engine cluster.

calcx

A calculator application designed for students to efficiently calculate, verify or format mathematical statements and questions. Implemented using Java and Java GUI

dot.

An accessibility tool that converts user eye movements to communication messages. Used Keras library with Tensorflow backend to train a CNN binary classifier Machine Learning model. Implemented using Python OpenCV and Numpy

flight_planner

A flight planning application that tracks and monitors flight prices, and notifies user at the opportune moment to purchase ticket. Used Selenium for Web-scraping, MySQL for database, and Python OOP and dicts for data processing.

javaproject-timeline-application

Highschool Application Project; Designed for history students to create personalized historical timeline for study purposes.

lidc-idri-fcn-segmentation

nature-notebook

A set of notebooks that leverage classical ML algorithms and DL neural nets using TF, Keras and Theano to address a series of issues in the field of conservation and biology.

publicengagementdata

Qustionaire, result, visualization and analysis of amateur football players using healthcare technologies

pythonproject---banking-application

Python Application Project. A banking app for users to keep track of accounts and view updated financial statements.

raiinet

CS246 (Object-oriented programming) final C++ project

request-lxml-parser-example

A simple web-scraping tool built using Python Request + LXML. This parser is used to scrape AWS-SAA Certificate questions and answers from website https://www.briefmenow.org/amazon/

shawnhan108.github.io

A personal website built using HTML, CSS, JavaScript, Bootstrap and animate.css.

simp-a-primp-assembler-compiler

A compiler and an assembler for compiling/assembling self-defined imperative languages written in Scheme

spotshare-backend

The backend of a photography web application for photo sharing with camera specs and location information. App created using Node.js, React.js, and MongoDB, etc.

spotshare-frontend

The frontend of a photography web application for photo sharing with camera specs and location information. App created using Node.js, React.js, and MongoDB, etc.

the-recommenders

An exploration of recommender systems using Bayesian Bandit, matrix factorization, deep learning, and residual learning.

yandex-images-download

Python Script to download images from Yandex.Images.