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不忘初心。
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不忘初心。
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frankraDIUM/README.md

🌍 Hi there, I'm Frank 👋

Data Analysis and Dashboards | Data Science and Machine Learning | Geospatial Data Analysis and Spatial Data Science | GeoAI

About Me

At the intersection of data analysis, spatial analysis, data science, spatial data science, machine learning, and software development, transforming complex data into meaningful insights and applications.

Projects

SEE HERE 👉 View

✨ “Turning raw data into meaningful insights, apps and maps that matter.”

Data

ML

Spatial Data

GeoAI

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Technical Toolkit

ArcGIS Pro QGIS PostgreSQL ENVI Leaflet eCognition Google Earth
Python SQL JavaScript TypeScript HTML5 CSS3 C Flask Android
Pandas R Power BI Jupyter SPSS
AWS Git VS Code Google Colab Google Cloud

Pinned Loading

  1. Chicago-Urban-Mobility-Pattern-Analysis-Using-Satellite-Imagery-Taxi-Data-and-ML Chicago-Urban-Mobility-Pattern-Analysis-Using-Satellite-Imagery-Taxi-Data-and-ML Public

    This project analyzes urban mobility patterns in Chicago by combining satellite imagery (Sentinel-2), OpenStreetMap road data, population density, business licenses/POI data, and a large Chicago ta…

    Jupyter Notebook 1

  2. Building-Level-Solar-Suitability-Mapping-and-Investment-Potential-in-Urban-Ghana Building-Level-Solar-Suitability-Mapping-and-Investment-Potential-in-Urban-Ghana Public

    Accra Solar Rooftop Suitability & Investment Dashboard. A geospatial AI pipeline for building-level solar potential assessment in Central Accra, Ghana.

    Jupyter Notebook

  3. FraudShield-AI FraudShield-AI Public

    FraudShield AI is a real-time fraud detection system that moves beyond static model training. It features a high-performance FastAPI backend, a live Data Streamer, and an interactive Streamlit Dash…

    Jupyter Notebook

  4. Automated-GIS-ML-System-for-Water-Infrastructure-Risk-in-Kenya Automated-GIS-ML-System-for-Water-Infrastructure-Risk-in-Kenya Public

    This project builds an automated, end-to-end GIS and machine learning pipeline to analyze water point infrastructure risk across Kenya, with a focused application in Nairobi County.

    Jupyter Notebook

  5. Supply-Chain-Inventory-Optimization-Dashboard Supply-Chain-Inventory-Optimization-Dashboard Public

    The dashboard provides real-time visibility into inventory health, warehouse performance, supplier reliability, and demand forecasting.

  6. Telco-Customer-Churn-Predictive-Analysis-Explainable-AI Telco-Customer-Churn-Predictive-Analysis-Explainable-AI Public

    This project focuses on predicting customer attrition (churn) for a telecommunications company. By leveraging machine learning and Explainable AI (SHAP), I identify high-risk customers and uncover …

    Jupyter Notebook