Data Stories

A curated collection of my selected work across Vision AI, geospatial analysis, public data, NLP, dashboards, and research systems. These projects turn raw data, satellite imagery, text, and urban signals into models, maps, visual explanations, and decision-support tools.

Filter: All Dashboards Geospatial Text Analytics Public Data NLP Remote Sensing Data Pipelines

Preview thumbnail for FINCPA Compliance Data Pipeline
FINCPA Compliance Data Pipeline

Hackathon compliance AI prototype that turns financial law into structured rules, SIR fields, dashboards, and audit-ready review outputs.

Preview Read Story Live Dashboard GitHub

Preview thumbnail for Seoul Live City Lens
Seoul Live City Lens

Real-time Seoul urban signal explorer combining crowd, transit, traffic, weather, and location data.

Preview Live Dashboard GitHub

Preview thumbnail for Listen to the River
Listen to the River

Flood impact analysis connecting satellite-derived flood masks with affected buildings, roads, and named places.

Preview Live Dashboard GitHub

Preview thumbnail for Tourist Taste Korean Food
Tourist Taste Korean Food

Text analytics story exploring tourist-facing Korean food discussions using preprocessing, word clouds, and topic modeling.

Preview Read Story GitHub

Preview thumbnail for When Seoul Was Built
When Seoul Was Built

Geospatial mapping project showing Seoul building-age patterns using public approval and geometry data.

Preview Read Story GitHub

Preview thumbnail for Somali Wikipedia Corpus
Somali Wikipedia Corpus

Low-resource NLP dataset preparation project built from cleaned Somali Wikipedia articles and structured metadata.

Preview Read Story GitHub

Preview thumbnail for The Strata of Seoul
The Strata of Seoul

MapLibre dashboard rendering Seoul as stacked building-age layers with era focus, hover inspection, and vertical spread controls.

Preview Live Dashboard GitHub