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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 8

  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#