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Fazazhar/README.md

ART

Farrel Azhar

Manager @ HSBC | Data Analyst & GIS Specialist

I am a Manager at HSBC through the Global Graduate Program, with a background as a data analyst and GIS specialist. My graduate research bridges data science, econometrics, and geospatial analytics to build data-driven solutions for policy and business challenges.

My projects span causal inference, spatial analysis, and machine learning, including:

  • Using spatial analysis and semantic segmentation to enhance walkability around trolley stops in San Diego.
  • Analyzing the causal relationship between EV charging infrastructure and EV adoption using instrumental variables.
  • Applying machine learning models (KNN, Ridge, Lasso, Random Forests) and spatial analytics to study consumer behavior and public goods distribution.

I work with R, Python, and SQL, and I’m skilled in frameworks such as Tidymodels, Scikit-learn, TensorFlow, and PyTorch. My geospatial toolkit includes ArcGIS, QGIS, Geopandas, Folium, and Google Earth Engine, with visualization expertise in ggplot2, Matplotlib, and Plotly.

LinkedIn

Languages and Tools

Python R PostgreSQL Git Jupyter Visual Studio Code RStudio MongoDB HTML CSS Javascript Flask


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  1. Urban-Walkability-GIS-Study Urban-Walkability-GIS-Study Public

    "From Trolley Stops to Walkable Blocks" analyzes urban walkability around San Diego trolley stops using spatial analysis and semantic segmentation to inform improvements for sustainable urban devel…

    HTML 1

  2. EV-Adoption-Causal-Analysis EV-Adoption-Causal-Analysis Public

    This repository examines how EV charging stations affect the adoption of plug-in hybrid and battery electric vehicles in the U.S. using causal inference and instrumental variable methods to evaluat…

    1

  3. Data-Jobs-Market-Analysis Data-Jobs-Market-Analysis Public

    Analyzes Data Scientist job trends, in-demand skills, and salary impacts using SQL queries on real job data.

    TSQL

  4. Diplomacy-Lab-Dashboard Diplomacy-Lab-Dashboard Public

    Diplomacy Lab Dashboard: Visualizing Global Displacement and Conflict Data with ACLED and UNHCR Refugee Datasets using R Shiny.

    R

  5. Traffic-Fatalities-Policy-Analysis Traffic-Fatalities-Policy-Analysis Public

    Analysis of the impact of handheld device bans on traffic fatalities in the U.S. using fixed-effects regression models and data from 1983 to 2012.

    R

  6. Ecological-Footprint-of-Nusantara Ecological-Footprint-of-Nusantara Public

    "Evaluating Nusantara's Ecological Footprint" uses remote sensing to analyze vegetation health around Indonesia's new capital, offering insights for sustainable urban planning

    1