Projects

  Multi-dimensional Piano Performance Automatic Scoring
  • Use DTW algorithm to match the optimal path of audio and music scores, and backtrack the path to calculate feature scores such as pitch, rhythm completeness, etc.
  • Process audio data, perform calibration training on each feature score through multiple linear regression, and get a scoring model.

    •   Design and Implementation of Intention Recognition Software
  • Build intent recognition deep network (Albert, two-way GRU, multi-head attention mechanism, Softmax) to classify user input intent.
  • Users input content, identify their intent (classification) in the fixed field, and open the platform to allow users to submit new intent data.

    •   The classification of power bank for sample imbalance problem
  • Build an SSD network for target detection, detect and classify the power bank in the subway security scan map (whether it has a chip or not) Expand the unbalanced samples through rotation, cropping and other methods, and design a weighted loss function

    •   Online compiler -- Omics
    - Description: an online compiler for biologist.
  • Design and implement the basic syntax.
  • Add some structure about biology.
  • Integrate some tools into the compiler.
  • Implemented by python3.

    •   KEGG Network
    - Description: A platform shows KEGG pathway and it supports users to search che network.
  • Developed a platform to show KEGG pathway and search the network.
  • Built a databases about KEGG, users could search gene and its pathways.
  • Users could search genes and get the related information.

    •   Elective System for Senior High School Student of Nankai University
    - Description: A Course Selection System for senior high school students who want to study as a guest student in Nankai University.
  • I was the project leader(4 members) and in charge of the system design.
  • I developed all the web pages and the management part(Teacher's side, the other part is student's side).
  • Source code.

    •   Cloud Print of Nankai University
    - Description: It's an open source project which lead by several university students. The projects intends to provide a platform for university students to print their materials conveniently.
  • Developed by PHP with ThinkPHP.
  • I developed the background management of the system.

    •   "Challenge Cup"-- Established An Jie intelligent express Co. Ltd.
    - This project won the reward of Nankai University.I was in charge of the technical part as well as the overall market analysis and financial forecast.

      File－Sharing software (P2P)
  • It was developed by C++ in C/S model based on the flooding attack.
  • I designed the file list and developed the related function.

    •   Maze Game -- "Tomb Adventure"
    - Description: It's an Maze game based on a famous Novel named "Daomu".
  • Developed by C++ with Qt-creator.
  • I designed the game myself and implemented it with another partner.