community-development

CDFI and MDI peer benchmarking tool using FDIC call report data — NIM, efficiency ratio, ROAA, CET1, and more

Statistical disparate impact analysis for HMDA data — the methodology federal examiners use, open-sourced for community advocates and journalists

ETL(Extract, Transform, Load) pipeline for US Treasury CDFI Fund public datasets — TLR, CLR, ILR, NMTC, and Awards data

CDFI portfolio stress testing engine — Monte Carlo simulation with correlated shocks to NOI, rates, property values, and borrower revenues

Opportunity Zone investment tracker — OZ 1.0 and OZ 2.0 eligibility, QOF tax benefits, rural QORF analysis, and portfolio tracking

Python calculator for New Markets Tax Credit (NMTC) leveraged transactions

Generate IC credit memos from structured deal inputs — CDFI loans, NMTC deals, and impact investments

HMDA mortgage lending disparity analyzer — denial rates, racial disparities, lending deserts, and lender benchmarking

CRA exam ratings scraper and analyzer — search FFIEC database, parse Performance Evaluations, identify CDFI partnership opportunities

Open-source intelligence platform for competitive CDFI Fund NMTC applications. Score your project pipeline against patterns from CY2020–2024 winners across 5 dimensions, get prioritized recommendations, and generate complete Word/Excel/PDF application packages. 544 tests. MIT licensed.

LIHTC transaction calculator — qualified basis, applicable fraction, 4% vs 9% credit, 15-year compliance period, recapture, and investor IRR

Screen bond issuers against community development and impact-investing criteria

CLI tool for New Markets Tax Credit (NMTC) feasibility screening

Loan pricing models and rate calculators for CDFI lenders — credit spreads, subsidy analysis, and blended rate sheets

Automated NMTC eligibility checker — geocode addresses and check Low-Income Community status using official CDFI Fund 2016-2020 ACS data. Batch process 10,000 addresses at once.

Helping under-resourced nonprofits compete for funding — AI grant matching and proposal drafting for organizations that can't afford a grant writer.

AI tool that helps underserved small business owners understand loan readiness and discover CDFI funding programs — built in alignment with Pacific Community Ventures.

AI-assisted spatial equity research methodology, curriculum, and toolkit for community development organizations

An AI-powered citizen grievance dashboard and analytical mapping platform built in Python using Streamlit, SQLite, and the Google Gemini API.