Skip to content
View WideSu's full-sized avatar
15 followers · 32 following

Block or report WideSu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
WideSu/README.md

Hi, I'm Anni HUANG

SDE II @Rockwell Automation

annihuang2021 annihuang widesu @annihuang.2021

Projects:

  • 2025

  • [2024 - present]

  • 2023

    • SMU-A* STAR Joint Lab project explainable machine learning sensor-data time-series AI-in-healthcare(Website)
      • AWS, XAI, Django, Dashboard, Linux, IRB
      • Our paper got accepeted by IEEE CAI 2024 coneference. (Paper Link)

  • 2022

    • Personal Website(GitHub)(Website)

    • Tableau Dashboard Dashboard (Tableau Public)

    • 2022 Ohio City Urban Planning Analysis-Residence Demographics and Prominent Business Districts R Shiny Dashboard Geographical Data(GitHub Repo)

    • Airline Delay Prediction MLops GCP CICD docker

    • Multilingual Named Entity Recognition NLP transformer huggingface transfer learning(GitHub Repo)

    • Session-based recommendation for Amazon baby products recommendation system pytorch(GitHub Repo)

    • Predictive Maintenance for Diamond Cutter Machines machine learning sensor-data time-series

    • Risk Detection for Loan Applicants machine learning data-science-in-finance (GitHub Repo)

  • 2021

    • International University Time Tabling using CP and MIP optimisation mixed interger programming constraint programming (GitHub Repo)

  • 2019

    • Lecture Note Assistant golang audio-to-text auto-translation multi-language translation(GitHub Repo)

    • Breast Cancer Histological Images classifier via CNN python CV Tensorflow keras AI-in-healthcare (GitHub Repo)

    • Stock Recommendation via Supervised Machine Learning models sklearn machine-learning stock-recommendation data-science-in-finance (GitHub Repo)

    • 2019 Huawei Compiler Design Contest, Compiler for an C- language compiler linux Docker CICD C(GitHub Repo)

  • 2018

    • Predictive Maintenance using Machine Learning Java EE Website Java SpringBoot full-stack [Confidential]
      • SpringBoot, Bootstrap, Javascript, Html, MySQL, CSS

Pinned Loading

  1. Stock-recommandation-via-machine-learning-algorithms Public

    A stock investment assistant tool which utilized supervised machine learning models such as Logistic Regression, Random Forest, and Support Vector Machine to predict the stock’s 60 days’ return rat…

    Jupyter Notebook 3

  2. University_Timetabling Public

    An AI planning project based on the 2019 international university timetabling competition which used commercial software IBM CPLEX to generate feasible course timetables with minimum penalty.

    Jupyter Notebook 12

  3. CreditRiskDetection Public

    A data analysis project to classify whether an applicant is capable of paying a home loan by using 4 machine learning models (Logistic Regression, SVM, Random Forest and LGBM) and 1 deep learning m…

    Jupyter Notebook 1

  4. Compiler Public

    A compiler that can turn C- language into ARM assembly in a Linux enviroment using lexer parser tools namely lex and yacc.

    C 2

  5. serenRec Public

    A session-based recommendation system to recommend baby products on Amazon using 4 models namely ITEMKNN, POP, GRU4Rec, and STAMP, STAMP performs the best in all accuracy metrics followed by GRU4Re…

    Jupyter Notebook 1

  6. risk-system-backend Public

    This Risk Management Backend System is designed to fetch stock data, manage client positions, and monitor margin requirements in real time. Built using FastAPI for rapid API development, it utilize…

    Python