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wusinyee/README.md

Hi there, I'm Sin Yee Wu (Mandy) 👋

Interactive Visualization


Tech Stack

AI & ML

PythonPyTorchTensorFlowscikit-learnOpenCVLangChain

Data Engineering & Cloud

DatabricksAzureAWSDocker

Analytics & BI

TableauPowerBIQlikViewPandas

MLOps & DevOps

GitHub ActionsMLflowWeights & Biases

Front-End & Viz

ReactStreamlit


🌍 Languages

  • Native: English, Cantonese, Mandarin
  • Conversational: Spanish, French

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  1. RetinaGuard_AI_Diabetic-Retinopathy-DetectionRetinaGuard_AI_Diabetic-Retinopathy-DetectionPublic

    A production-ready AI system for diabetic retinopathy detection using custom PyTorch, evidential uncertainty quantification, lesion-aware attention, and clinical-grade preprocessing. Achieves 92%+ …

    Jupyter Notebook 2

  2. legal-contract-annotation-pipelinelegal-contract-annotation-pipelinePublic

    Python-based annotation pipeline for legal contracts with multi-format support, validation, and quality metrics. Demonstrates annotation project setup for ML/NLP applications.

    Python 1

  3. GEPA_Paper_VisualizedGEPA_Paper_VisualizedPublic

    GEPA demonstrates that reflective evolution can outperform reinforcement learning. This is a visualization of the paper

    HTML 3

  4. advanced-sql-ecommerce-analyticsadvanced-sql-ecommerce-analyticsPublic

    Interactive dashboard showcasing advanced SQL techniques for e-commerce analytics with stunning visualizations

    HTML 1

  5. Diabetic_retinopathy_detection_DLDiabetic_retinopathy_detection_DLPublic

    Analyzes and evaluates three deep learning approaches for automated diabetic retinopathy (DR) detection: ResNet50 as a baseline, EfficientNet with transfer learning, and a custom CNN with attention…

    Jupyter Notebook 1

  6. cross-cultural-jailbreakscross-cultural-jailbreaksPublic

    Advanced AI safety tool detecting culture-specific jailbreak patterns across English and Chinese.

    Python