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WideSu/README.md

Hi, I'm Anni HUANG

SDE II(Compiler&Low-level Language Team@Rockwell Automation)

annihuang2021 annihuang widesu @annihuang.2021

Projects:

  • 2024

    • Work in Rockwell Automation as a C# backend engineer and also works on language server protocal.
    • Tech stack: C#, TypeScript.

  • 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. The conference will be hold in June 2024 at MBS.

  • 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 audio-to-text auto-translation multi-language translation(GitHub Repo)

    • Breast Cancer Histological Images classifier via CNN 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 (Website)
      • SpringBoot, Bootstrap, Javascript, Html, MySQL, CSS

Pinned Loading

  1. Stock-recommandation-via-machine-learning-algorithms 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 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 10

  3. CreditRiskDetection 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 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 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. cSharpCompiler cSharpCompiler Public

    An ongoing C Sharp Compiler project inspired from a code analysis project by Microsoft for its .NET Compiler Platform ("Roslyn")

    C#