Violet Guo

categories :

  1. Mem[e]mory card game

    🐶
    • React

    this is probably the most fun side project I had so far. Functionality: Select doges from doge cards!!

  2. Speaker Accent Classification

    šŸ—£
    • Praat
    • PyTorch
    • Python

    Classify the accents of audiobook with CNN and RNN.

  3. Fake news detections

    šŸ—ž
    • NLP
    • LSTM

    Linear, ensemble, and neural network models to perform multi-class classification on news articles.

  4. Analysis of Ablation Treatment for Peripheral Arterial Disease

    āš”ļø
    • MATLAB
    • research

    I used a curve smoothing algorithm to extract the peak puncture force from time series data.

  5. multilingual learning game

    šŸ””
    • code jam
    • game

    Kids' language learning game built from scratch. Submitted to code jam.

  6. Online CV

    šŸ’¼
    • React

    Fill out a simple form and present your online CV

  7. Eventpriv

    šŸ‘„
    • Ruby
    • Rails
    • Bulma

    Invite friends to your private events!! No more pesty DMs!

  8. Flight booker

    āœˆļø
    • Ruby
    • Rails
    • Stripe

    book tickets for multiple passengers. Integrated Stripe API for Ruby

  9. Music box

    šŸŽ¶
    • JavaScript

    Dynamic Gif display based on your music.

  10. Flash cards

    šŸ“‡
    • JavaScript
    • CSS
    • HTML

  11. Adopt your pup

    🐶
    • HTML
    • CSS
    • JavaScript

    Find a puppy based on your personality!

  12. Tic Tac Toe

    ā­•ļø
    • HTML
    • CSS
    • JavaScript

    Classic tic tac toe, aka naughts and crosses. Also a classic UI exercise.

  13. Rock paper scissor

    šŸ”Ø
    • HTML
    • CSS
    • JavaScript

    Classic rock paper scissor. Also a classic UI project.

  14. etch a sketch

    šŸ‘©ā€šŸŽØ
    • HTML
    • CSS
    • JavaScript

    the ipad of our times.

  15. mock Youtube

    šŸ“ŗ
    • HTML
    • CSS

    Mocks the UI of Youtube. Built without any UI framework.

  16. IOS calculator on the web

    🧮
    • HTML
    • CSS
    • JavaScript

    Replica of the iOS 12 calculator. Built without any UI framework.

  17. Multi-digit street number bounding box segmentation and classification

    🚪
    • PyTorch
    • ResNet
    • Faster RCNN

    Use a pretrained Faster RCNN to segment street numbers and a ResNet to classify the digits.

  18. Building deep learning NLP models from scratch

    šŸ—ž
    • Pytorch

    Built RNN, GRU, transformer from scratch (without using the predefined cells in Pytorch)!

  19. Predict User Identity from ECG Signals

    🩺
    • Pytorch
    • VAE

    Used semi-supervised learning and VAE to predict identity of users based on ECG signals

  20. Basic NLP algorithms

    šŸ“‘
    • NLP
    • NLTK

    Sentiment analysis and decoding ciphers

  21. Fake news detections

    šŸ—ž
    • NLP
    • LSTM

    Linear, ensemble, and neural network models to perform multi-class classification on news articles.

  22. Chess

    ā™”
    • Ruby
    • rspec

    command line chess game