Analysis of the effect of different types of financial products on financial wellbeing.

Procurement prototypes for CFPB

Analysis of HMDA home loans data for Tyler, TX.

Personal website (outdated)

Tool for downloading CFPB trend data using the CFPB's Consumer Complaints Database API.

An end-to-end analytics platform designed to process and analyze real consumer complaint data from the CFPB. By integrating demographic data and applying NLP, the platform identifies high-risk financial products and response efficiency gaps. An interactive dashboard enables real-time monitoring of key compliance metrics.

Analytics pipeline that turns CFPB consumer complaints into operational intelligence: topic discovery, interpretable risk scoring, and executive reporting.

A copy of the Consumer Complaints Database from the U.S. Consumer Financial Protection Bureau downloaded on April 25, 2018.

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

Automatic Tagging of CFPB Complaints using LLM's and Ensemble Techniques

FinTech Operator: per-state lifecycle ledger of US state banking-regulator regs + state-AG enforcement + state statutes + NMLS-coordinated reqs. First Suite tracker supporting multi-regulation per state (statute + implementing regulation as parallel lifecycle streams). Seed: NY Part 500, CA CCFPL+DFPI 10 CCR, CO SB 24-205, IL HB 3773, TX HB 1709.

PropTech-specific profile of the AI Incident Card. Maps severity/type fields onto CFPB UDAAP, ECOA Reg B (12 CFR 1002), Fair Housing Act, RESPA Section 8, title-chain integrity (ALTA), state real-estate regulator notification + a 5-grade transaction-impact severity scale. PropTech-readiness scaffolding, not certification.

Profile of evidence-bundle-spec scoped to AI financial-services bias coverage. ECOA Reg B + CFPB Section 1071 + CFPB UDAAP + OCC/FRB/FDIC joint AI + four-fifths-rule + business-necessity-defended + redlining-pattern-flagged. FinTech scaffolding, not certification.

FinTech audit-stream Operator: per-consumer-credit / deposit / payment / fraud / AML / robo-advisor / Section-1071-small-business AI tool events hash-chained for CFPB + OCC + FRB + FDIC + ECOA + FCRA + GLBA + BSA-AML evidence. Two invariants: human-credit-officer + FCRA permissible-purpose. Excludes mortgage + insurance.

FinTech AI Incident Card profile. 15 event types + 4-tier severity + 9 regulator-referral pathways with evaluation-state tracking. Covers CFPB + FCRA + UDAAP + OCC/FRB/FDIC MRA + Section 1071 + BSA/AML + FinCEN + state banking-regulator + class-action filings.

Profile of evidence-bundle-spec scoped to CFPB + OCC + FRB + FDIC readiness across 8 obligation families: model-risk-management + ECOA Reg B + FCRA Reg V + GLBA Safeguards + BSA/AML + Section 1071 + Section 1033 + CFPB UDAAP. FinTech scaffolding, not certification.

AGPL-3.0 reference impl of FinTech audit-stream. 2 orthogonal invariants: FCRA §604 permissible-purpose on every credit-bureau pull + human-credit-officer on adverse recommendations (Reg B + FCRA §615 + CFPB Circular 2023-03). Runs Meridian × CreditMind v4.x trajectory end-to-end.

AI-augmented operational analysis of 14.3M US consumer banking complaints -- SQL, PostgreSQL, and documented AI workflow

exploring consumer complaint data

RAG-based legal Q&A agent built with LangChain, ChromaDB, and the Anthropic Claude API — query the CFPB Supervision and Examination Manual using natural language with cited, grounded answers.