Portfolio

Projects

GIS analysis, spatial research, and urban planning work across Indian cities.

Urban Equitability Index — Hyderabad
GIS
2024
Equicity AI — Urban Infrastructure Risk Assessment
GeoAI
2024
Chennai Transfer Friction Index — Thesis Maps
GIS
2025

Chennai Transfer Friction Index — Thesis Maps

Chennai, Tamil Nadu

A thesis-driven spatial analysis of transfer friction across Chennai's multimodal transit network — mapping interchange points, quantifying Transfer Friction Index (TFI) scores, and identifying hotspots of poor connectivity.

Transfer FrictionMultimodalLeaflet
View case study
TransitData Hub — Chennai MTC Network
Transit
2025

TransitData Hub — Chennai MTC Network

Chennai, Tamil Nadu

A modern transit data aggregation and visualization platform for Chennai's MTC bus network, serving standardized GeoJSON transit data through a performant API with an animated, interactive frontend.

TransitMapLibreReact
View case study
C-MARKS — Road Cut Management System
Civic Tech
2025
Karur Logistics Suitability Dashboard
GIS
2024
Retail & Demographic Intelligence — Italy
GeoAI
2024

Retail & Demographic Intelligence — Italy

Italy

A geospatial intelligence platform for Italy integrating ISTAT statistical data, OpenStreetMap networks, and drive-time isochrone analysis to assess retail chain coverage and demographic reach.

ISTATIsochroneRetail Analytics
View case study
CUMTA GPS Trajectory Analysis — Chennai Transit
Transit
2025

CUMTA GPS Trajectory Analysis — Chennai Transit

Chennai, Tamil Nadu

Analysis and visualization of GPS trajectory data from Chennai's public transit fleet, producing animated route maps, hexagonal density analysis, and fleet performance dashboards.

GPSTransitFolium
View case study

Empowering Governance through
Spatial Intelligence

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