lpang36

investment-research

Investigation into different trading strategies for personal use. Machine learning using TensorFlow and Keras, data sourced from Quandl and Quantopian.

Intervue

Interview preparation assistant using Amazon Alexa. Analyzes speech with natural language processing and IBM Watson. Web app developed in Node and Express with socket.io. Data stored with MongoDB, displayed with chart.js. Created for HackPrinceton 2017.

SoccerSentimeter

Website which tracks and analyzes Twitter sentiment of Premier League teams and players. Written in the Django framework. Uses the Twitter, Google Maps, Highcharts, MediaWiki, and TextBlob APIs.

imggen

A Python module to automatically generate images by overlaying foreground images on background images. Intended to facilitate training for computer vision algorithms.

MoriyaShrine

Intelligent mood lighting embedded system which uses computer vision to detect targets (faces and laser pointers). Runs on an Omega2. ECE150 final project.

news-visualizer

work in progress

news-visualizer-web

work in progress

RoundwormNeuralSimulation

Evolve a colony of organisms (based on C. elegans) to adapt to various environmental stimuli, using an evolutionary algorithm and spike-timing dependent plasticity.

AlgorithmsDataStructuresII

Problem sets for Princeton's Algorithms and Data Structures II.

BigDataScalaSpark

Code written in Scala/Spark for the Big Data Analysis course taught by Dr. Heather Miller. Sample documents and code sourced from Dr. Miller/École Polytechnique Fédérale de Lausanne.

ChessAI

Chess engine created with Thinula de Silva and Evan Li. Work in progress.

DeltaHacksIV

Integrates Google Maps API and crime data from Kaggle to plan safe paths using the A* algorithm and a MySQL database. Built with the Flask framework for DeltaHacks IV.

GiftTheCode2017

Gift the Code 2017 project created for Autism Ontario. Work in progress.

GitHubDataAnalysis

Kernel created for the GitHub dataset on Kaggle.

learn-react-redux

Introductory React/Redux materials for my own learning.

lpang36.github.io

Personal website.

MiscProblems

Some miscellaneous coding problems.

mixel

mlconvgec2018

Code and model files for the paper: "A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction" (AAAI-18).

ourBlock-DisruptSF

ourBlock demos for TechCrunch Disrupt SF 2018. Aims to revolutionize crime reporting by empowering community & real-time data sharing. Built with serverless backend, NLP classifiers & distributed DB.

ReinforcementLearning

A collection of reinforcement learning algorithms and environments on OpenAI.

TEDTalks

Kernel created for Rounak Banik's TED Talks data set, on Kaggle.

BlockgeeksSolidity

Introduction to Solidity for EthWaterloo participants.

concurrent-java

distributed-java

hackthenorth2017

SofaSearch is a web app that allows users to find their ideal furniture, using a Keras convolutional neural net and the Flask framework. Built with Nicholas Vadivelu and Victor Yu.

life

Lucifer

Grade 12 AP Physics summative: single-pixel camera. Created with Kai Huang, Ryan Lin, and Nelson Huang.

react-i18next

Internationalization for react done right. Using the i18next i18n ecosystem.

terraria-header-parser