community-development

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.

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

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

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

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.

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

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

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

Statistical lending-disparity screening for public HMDA data — a transparent, open-source screening tool for community advocates and journalists. Not an examination methodology

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

梁漱溟·社区协作实验：地方组织、共同事务、合作能力与渐进试点。Chinese Thinkers as Skills 系列。

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

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

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

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

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

AI skills for NMTC eligibility, bank-CDFI peer benchmarking & HMDA analysis — grounded in audited PyPI tools, not hallucinated.

Digitize and analyze community-based organization (CBO) capacity assessments - scorecards, gap analysis and actionable reports for NGOs and CSR teams.