Yicong Liu

Fitness_Tracking_System. Real-time fitness monitoring and location tracking system (Spring + Maven + MongoDB + MySQL + RabbitMQ + Docker).

Missing. Missing

Improvise. Jazz Game

shadowProject. QuickPrototype_For_ANY_ShadowAndLightProject

Space-Shoot. Game Programming Patterns

Spoken_Number_Recognition. Speech recognition demo (Tensorflow + Keras + CNN) for spoken numbers.

Identity_Authentication_System. An innovative authentication system (PHP + C + Android) through electromagnetic emanation of a monitor.

News_Mining_and_Recommendation_System. News website (React + Node.js + Python + MongoDB + RabbitMQ), with news scraping and recommendation.

DBproject_Jobster. Social networking website (Angular 5 + Node.js + MySQL) for job hunting.

Online_Judge. Web application (Angular 5 + Node.js + MongoDB + Flask + Docker) for collaborative online coding.

Tap-News. Jupyter Notebook

udacity-aind. Implementations of Project and Lab from Udacity Artificial Intelligence Nanodegree

newspaper-cn. Wechat mini program - China News

Travel-Camp. Travel-Camp project

Real-time-Running-System. Based on Spring Boot

Elastic-DB. Use mysql(replication) to deal with high qps from umulated users.

Trade-Study-Execution-and-Analysis. :moneybag: Designed a website to conduct and store trade studies using Vue.js, HTML, CSS, and JavaScript. Created algorithms with Analytical Hierarchy Process and analyzed subsequently data to identify trends using Java and MatLab.

Soviet-Writers-Social-Network. :earth_asia: This scheme represents interactions and ties between the Soviet children’s writers between 1953-1956. It would make evident how the considerable liberation in this field took place, and how personal efforts and interpersonal ties influenced it.

3DVis_FullyConnectNN. :milky_way: A 3D interactive visualization web application

verificationCode. :1234: Tensorflow CNN to recognize the verification code generated by captcha

Dota2_Data_Analyst. :microscope: A python project to process the data from Stratz.com and build machine learning model to predict the outcome of games

ToDoAndroidApp. An Android ToDoList APP, record your great memory and plan for the excited future!

Project-X. JavaScript

foodie. HTML

ME433_Advanced_Mechatronics. Mobile robot design from scratch

ME495_Mechatronics_with_Quadrotor. Quadrotor design and real time embedded control

sawyer_beer. Grasp beer with Sawyer robot and hand it to customer.

Portrait_FCN_and_3D_Reconstruction. This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

User_Behavior_Logs_Quick_Analysis. This project is to clean, explore, analyze and build ML models from user behavior data. The purpose of this project is to help the analysts quickly catch the overall performance of a given dataset via several high-level notable features.

Object-detection-in-Point-Cloud-road-boundary. Object detection in Point Cloud is popular in HD Map and sensor-based autonomous driving. There basically four types of object you can obtain in daily scenario: road surface - contains painted lane marking and pavement area, support facility - contains road boundary (guardrail and curb), road sign, light pole, etc., uncorrelated object - for example, sidewalk, building, etc., and moving object - such like pedestrian, vehicle, bicycle, etc. In this project, please search references, design and prototype your road boundary (guardrail) detection algorithm.

Satellite-Image-Retrieval. CS 513 project3

Probe-Data-Analysis. Python

lc. :heart: Leetcode

machine-learning-for-software-engineers. :rocket: A complete daily plan for studying to become a machine learning engineer.

Capstone_P2P. Jupyter Notebook

Yelp_NLP_PRoject. Jupyter Notebook

ProjectReconnect. use bioinformatics to identify/reconnect lost children in China

online-judgement. A collaborative online code judge system

Sabor. A restaurant review web app

quibbler. a news recommendation system based on user preference

CoursePlanner. Knowledge Graph Project

eCall-MSD-Decoder. :police_car:A GUI based on Python Tkinter to decode MSD (Minimum Set of Data)

AutomationWithCANalyzer. :sos:Fully eCall automation with CANalyzer/CANoe

LearnBasicBigDataTech. :rocket:Some projects on Big Data Analysis like Spark, Hive, Presto and Data Visualization like Superset

Instrument-Classification. :fishing_pole_and_fish: Classify Flute, Clarinet and Trumpet

Mobile_Restaurant. :space_invader: Online Restaurant App on Mobile DEVICE

Online_Restaurant. :incoming_envelope: This is an Website project for Online Restaurant

Coding-Practice. Coding practice, design pattern implementation in C++ and some knowledge summary.

Golang-Notes. :notebook_with_decorative_cover: Notes for Golang basics, web services, database.

React-Hue. :art: A Material color palette tool based on Meteor, React, Material UI.

CourseScheduling-Web. :busts_in_silhouette: Website for Course Scheduling

COJ. :computer: A forum-like web application that allows multiple users to add coding problems and collaborate on one coding problem simultaneously with a docker executor server.

MusicBoxRetentionAnalysis. MusicBox Retention Analysis

Yelp-Business-Analysis. Yelp public their business data online. I am interested in the rationality of users' rating score based on users' reviews. Therefore, I decide to study this problem from Data Scientist perspective. I also make use of current rating system to build recommendation system for users.

Loan-Risk-Analysis-Lending-Club. I do the loan risk analysis for Lending Club. It is a typical end to end data science problem. I Analyze the loan risk through predicting interest rate and final loan status.

McKinsey-Analytics-Online-Hackathon. Source Code for McKinsey Analytics Online Hackathon

MusicBox. Jupyter Notebook

Yelp_Challenge. Yelp dataset challenge: NLP & sentiment analysis

MovieLib-Elasticsearch. Build a personal movie searching server online by Elasticsearch

MiniLibrary. :notebook_with_decorative_cover: Support online book name store and query for display.

SearchAdsWebService. :computer: Ads Web Service support:Query understanding, Ads selection from inverted index,Ads pricing, etc.

SpringRunningLocationService. :runner: Real-time running location simulation and health monitoring system.

Find. A program to find specific locations near users

Data-Collection-Web-APP. A web app to collect data of event attendees

Data-Manage-Application. A desktop App that allow users to import Excel data into MySQL database and manage data.

food-delivery-application. Java

Collaborative-Online-Judge-System. First Project on my resume

Running-Information-AnalysisService. Java

CS502. Java

Ticket-Search. Java

Music_box_project. Jupyter Notebook

LoveCode. Collaborative online judge system

News_Recommendation_System. Real time news scraping and recommendation system

Real-Time-News-Scraping-and-Recommendation-System. JavaScript

Collaborative-Online-Judge-System. JavaScript

BlockSchool. JavaScript

Collaborative-Online-Judge-System. JavaScript

Real-Time-Scraping-and-Recommendation-System. Real Time Scraping and Recommendation System

FinalGroupProject. :airplane: Simulating Airline Reservation System (JAVA)

Airbnb. Predict the destination countries when user first book using Airbnb

Yelp-data-analysis-and-recommender-system. Design MR Java program to load data into Hadoop. Clean data using Pig. Interact with data by Hive, and build recommender system by collaborative filtering

Google-Finance-Stock-Data-Analysis. Developed a high performance data processing platform using Apache Kafka, Apache Cassandra, and Apache Spark to analyze stock price and related stock tweets sentiment.

Place-Search-Service. :mag: Developed a webpage that allows users to search for places using the Google Places API and display the results on the same page below the form. Once the user clicks on a button to search for place details, the webpage will display several tabs which contain an info table, photos of the place, map and route search form and reviews respectively. The webpage also supports adding places to and removing places from favorites list and posting place info to Twitter.

A-Content-Management-System. :hear_no_evil: A content management system to improve the efficiency of switch process in automobile manufacturing companies by solving the disordered steps and communication in a switch process

Fullstack-Tiny-URL-Service. :fist: A full-stack web application, developed by MEAN Stack, that generates short URL and shows the statistics data of the usage of the short URL; Enhanced independence by deploying Docker and improved QPS by using Redis as cache and Nginx as reverse proxy.

NewsRecommendationSystem. This is a real time news scraping and recommendation system. The system uses a news pipeline to scrape latest news from various of sources such CNN, BBC. To render the news, I built a single-page web application using React. In addition, in order to customize news list for users, I designed and built a training pipeline for news topic modeling using Tensorflow.

CollaborativeOnlineJudgeSystem. This is a full-stack project with an Angular based front end, NodeJS based restful API, and docker based code execution engine. We created multiple components in the front end to allow users to review and add problems and provide solution. The data is passed to the restful API, which in turn saves to MongoDB. Multiple users can also collaborate on problems real-time using websocket.

KnowsU. :smile: A NodeJS app that uses Watson Sentiment Analysis with Spotify, Google Book, and IMDB to give user recommendation

running-location-system. ❤️ Java Development

Tap-News-System. ⚡️ React,Express,Flask. Get and recommend news

Online-Judge-Collaborative-System. 🚀 Angular,Express,Docker-Online Judge System

Tap_News. Python

e-commerce-system. Java

assignforce-ms-ecosystem. Assignforce Microservice Refactor

Nike-Running-System. Java

News-Recommendation-System. JavaScript

Collaborative-Online-Judge-System. JavaScript

simple-car-insurance-website. Self Project: A simple car insurance website, containing customer and vehicle information only

BigDataProject. Python