Urban Planning RAG
Built a retrieval system that indexes 3,000+ pages of planning regulations (NBC, URDPFI) and answers queries in plain English. Ask a question, get the exact clause with page numbers.

Geospatial analysis and AI systems for government and enterprise.
I deliver technical solutions for government agencies and enterprise organizations—geospatial analysis for urban planning decisions, AI-powered document intelligence, and secure infrastructure for sensitive operations.
GIS analysis, urban expansion modeling, land use classification, and spatial data products for planning and regulatory decisions.
Document intelligence for litigation support, regulatory compliance, and large-scale records analysis with source-cited responses.
Privacy-first architecture, encrypted workflows, and infrastructure designed for sensitive government and legal operations.
“The right architecture makes complexity manageable.”
— Operating principle
Built a retrieval system that indexes 3,000+ pages of planning regulations (NBC, URDPFI) and answers queries in plain English. Ask a question, get the exact clause with page numbers.

Mapped 30 years of urban growth using satellite imagery. The analysis reveals exactly where and how fast the city sprawled, informing infrastructure investment decisions.

Strategic mapping of tourist destinations and circuit planning for Damoh district, optimizing routes and identifying development opportunities.

Ward-wise analysis of Bhopal covering land suitability, surface temperature (LST), vegetation (NDVI), population density, and land use classification.

Multi-criteria land suitability analysis for identifying optimal locations for a meditation centre. Factors include accessibility, noise levels, vegetation, and terrain.

Comprehensive neighbourhood mapping covering services, amenities, building heights, and housing typologies. A complete spatial profile of urban fabric.

Security-first design at every layer. Hardened infrastructure with intentional boundaries and verifiable controls.
All processing on encrypted bare metal—no cloud dependencies
Containerized workflows with strict context separation
Critical data stays offline with verified encryption
FOSS stack, no telemetry, verify everything
Every map tells a story. These outputs help stakeholders understand complex urban systems at a glance.












I work with government agencies, planning firms, and businesses who need to make better decisions from their data.