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

Procurement prototypes for CFPB

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

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Personal website (outdated)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.

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

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.

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

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.

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.

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

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.

Open-source PII detection and re-identification risk benchmarks for LLM pipelines under EU AI Act, HIPAA Safe Harbor and GLBA NPI.

exploring consumer complaint data

FinTech AI Procurement Decision Card v0.3 vault contract profile. 17 financial-data categories + 10-doctrine consent_basis + 10 protection levels + 8 vendor due-diligence artifacts. Section 1071 demographic + ECOA protected-class default NOT a model input. Section 1033 portability window in retention envelope.

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 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.

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