About Me

Dedicated and detail-oriented Geospatial Data Analyst at a top global consulting firm. Strong skills and experiences in predictive & statistical modeling, building ETL pipelines, and delivering storytelling dashboards to clients. Passionate about applying spatial AI and big data analytics to support sustainable, data-driven transportation systems.

Big Data Analytics



Data Visualization of Bus Service Reliability in Miami

Skills: Python, Data Visualization, Statistical modeling, Power BI
Paper Report

Bus on-time performance prediction based on machine learning models

Skills: Python, Linear Regression, Decision Tree, Random Forest, SVM, XGBoost
Paper Report

Optimization of E-bus Charging Stations in Florida

Skills: Python, K-Means Clustering, Optimization, GIS, AWS, PostgreSQL
Poster

Landslide identification using machine learning with generative adversarial networks

Skills: Python, KNN, Logistic Regression, Decision Tree, Random Forest, GAN
Paper Report

Sentiment Analysis of COVID-19 Vaccination of United States

Skills: Python, Sentiment Analysis, Spatial Analysis, Data Visualization

EuroSAT Land Use Classification using Deep Learning

Skills: Python, CNN, keras, Tensorflow

House Price Prediction in Boulder

Skills: R, OLS regression

Predict Heroin Overdose Spatial Distribution

Skills: R, Poisson Regression, Spatial Lag
YouTube video

Lake extraction and classification in Tibet

Skills: Arcpy, GIS, Remote Sensing




ETL Data Pipeline



Bikeshare Trip Data Engineering in Philadelphia

Skills: ETL, Docker, Airflow, CI/CD, DBT, GCP, BigQuery
Github

Data Engineering of COVID-19 in NYC

Skills: ETL, Azure, SQL, Power BI
Github

NYC Taxi Data ETL & Analytics Pipeline

Skills: ETL, GCP, SQL, Docker, BigQuery, DBT, Spark, Tableau
Github




Dashboards



Planning Location of Mobility Hubs in Gainesville, FL

Skills: ArcGIS Online, Module Builder, Python, ArcGIS Pro

REAL Digital Book

Skills: ArcGIS Online, Experience Builder, JavaScript, HTML/CSS, Stakeholder Communication

Port Houston OD Flow Analysis

Skills: ArcGIS Online, Python, SQL, Stakeholder Communication

Stakeholder Comments Mapping Tool

Skills: ArcGIS Online, Experience Builder, Stakeholder Communication

COVID-19 Visualization in NYC

Skills: Power BI, DAX




Transportation Planning

Spatial accessibility to the COVID-19 testing sites in NYC

Skills: GIS, GTFS data wrangling, accessibility measurements

Chinatown Pedestrain and Bicycle Plan

Skills: Photoshop, Illustrator, InDesign




Web Application



Rocky mountain national park travel map

Skills: JavaScript, HTML, CSS
Github

Winter Olympic history map

Skills: JavaScript, HTML, CSS
Github

Miami Bus Monitoring Dashboard

Skills: JavaScript, HTML, CSS, Database