• 2024

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

• 2023

  • SMU-A* STAR Joint Lab projectexplainable machine learningsensor-datatime-seriesAI-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 DashboardDashboard(Tableau Public)

  • 2022 Ohio City Urban Planning Analysis-Residence Demographics and Prominent Business DistrictsRShinyDashboardGeographical Data(GitHub Repo)

  • Airline Delay PredictionMLopsGCPCICDdocker

  • Multilingual Named Entity RecognitionNLPtransformerhuggingfacetransfer learning(GitHub Repo)

  • Session-based recommendation for Amazon baby productsrecommendation systempytorch(GitHub Repo)

  • Predictive Maintenance for Diamond Cutter Machinesmachine learningsensor-datatime-series

  • Risk Detection for Loan Applicantsmachine learningdata-science-in-finance(GitHub Repo)

• 2021

  • International University Time Tabling using CP and MIPoptimisationmixed interger programmingconstraint programming(GitHub Repo)

• 2019

  • Lecture Note Assistantaudio-to-textauto-translationmulti-language translation(GitHub Repo)

  • Breast Cancer Histological Images classifier via CNNCVTensorflow kerasAI-in-healthcare(GitHub Repo)

  • Stock Recommendation via Supervised Machine Learning modelssklearnmachine-learningstock-recommendationdata-science-in-finance(GitHub Repo)

  • 2019 Huawei Compiler Design Contest, Compiler for an C- languagecompilerlinuxDockerCICDC(GitHub Repo)

• 2018

  • Predictive Maintenance using Machine Learning Java EE WebsiteJavaSpringBootfull-stack(Website)
    • SpringBoot, Bootstrap, Javascript, Html, MySQL, CSS

PinnedLoading

1. Stock-recommandation-via-machine-learning-algorithmsStock-recommandation-via-machine-learning-algorithmsPublic

   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_TimetablingUniversity_TimetablingPublic

   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. CreditRiskDetectionCreditRiskDetectionPublic

   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. CompilerCompilerPublic

   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. serenRecserenRecPublic

   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. cSharpCompilercSharpCompilerPublic

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

   C#