Independent Urban Planning Consultant

Amba Gupta

GIS & site feasibility, development finance, housing policy research, and scope design — available remotely on a project or fixed-fee basis, with morning Pacific-time overlap.

Spatial analysis overlaying homeless encampment service requests against social vulnerability and opportunity zones in Oakland, produced in QGIS
Encampment service requests × social vulnerability, Oakland — QGIS
Background

6+ years across U.S. public institutions — Metropolitan Transportation Commission, UC Berkeley's Terner Center, California Housing Partnership Corporation — and India's development sector. At MTC, managed a $13.6M public planning portfolio across 30+ concurrent projects and led the Priority Sites Technical Assistance program across 33 Bay Area jurisdictions. Partners with small planning and consulting teams on the analytical and financial work behind their deliverables — site feasibility, proformas, policy research, and scope design.

Services

Core Technical

Site Feasibility & GIS Spatial Analysis

Parcel-level screening using QGIS — zoning and development constraints, transit access, ownership overlays. Housing element and rezoning site analysis, TOD feasibility, spatial due diligence.

Core Technical

Development Finance & Proforma Modeling

Proforma construction and stress-testing for affordable and mixed-income housing — subsidy layering, loan underwriting, land-residual analysis, scenario testing.

Quick-Turn Advisory

Housing & Land Use Policy Research

Comparative research on how programs are implemented across jurisdictions, where gaps exist, and what precedents apply — delivered as concise memos for proposals, grant applications, or internal strategy.

Quick-Turn Advisory

Scope of Work Design & Review

Drafts and reviews scopes of work — identifying the analyses and studies needed to move a project forward, and shaping deliverables to align with what funders and reviewing agencies expect.

Work Samples
Selected Experience
Metropolitan Transportation Commission Planner III — managed $13.6M public planning portfolio; led Priority Sites Technical Assistance program across 33 Bay Area jurisdictions and a 40+ person consultant team. 2024–2025.
UC Berkeley Terner Center Graduate Student Researcher — parcel-level spatial and regulatory analysis of 2,500+ public land sites using QGIS and Excel. 2023–2024.
California Housing Partnership Equity Policy Research Fellow — spatial analysis of LIHTC siting patterns; updated Affordable Housing Benefit Calculator methodology. 2023.
SEWA Bharat MEL Associate — designed MEL framework and Theory of Change for FCDO/USAID-funded multi-state urban land rights program. 2021–2022.
Education Master of City Planning, UC Berkeley, GPA 3.9 (2024) — Bachelor of Architecture, School of Planning and Architecture Delhi (2018)
Availability
Based in New Delhi. Available remotely on a project or hourly basis — comfortable with fixed-fee arrangements for defined deliverables. Morning Pacific-time availability for calls and collaboration. Open to engagements starting immediately.