Analysis of the effect of different types of financial products on financial wellbeing.
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Updated
Oct 7, 2020 - Jupyter Notebook
Analysis of the effect of different types of financial products on financial wellbeing.
HMDA mortgage lending disparity analyzer — denial rates, racial disparities, lending deserts, and lender benchmarking
Analytics pipeline that turns CFPB consumer complaints into operational intelligence: topic discovery, interpretable risk scoring, and executive reporting.
MCP server exposing 24 public-data Apify actors (sanctions, SEC Form D, WARN layoffs, FMCSA, SEO audit, jobs) as tools. By the actors' author.
A copy of the Consumer Complaints Database from the U.S. Consumer Financial Protection Bureau downloaded on April 25, 2018.
R analysis of financial conditions, financial well-being, and reported distress using the CFPB National Financial Well-Being Survey.
Truist digital banking competitive benchmark: 598K CFPB complaints + 2M app store ratings across BofA, Chase, Wells Fargo, PNC, Fifth Third — with RICE-scored roadmap
Personal website (outdated)
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.
End-to-end dbt/Snowflake ELT pipeline on 16.9M CFPB records, delivered as a size-neutral Tableau dashboard benchmarking 10 major U.S. banks.
Automatic Tagging of CFPB Complaints using LLM's and Ensemble Techniques
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.
Audit of the CFPB Consumer Complaint Database as a source for measuring collections compliance. Two categories of FDCPA conduct its taxonomy cannot express, a silent date-parsing defect, and template-driven volume inflation.
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.
End-to-end CFPB complaint analytics using Python, DuckDB, SQL, machine learning, Power BI, automated tests, and GitHub Actions.
Free sample CSVs of real output from 24 public-data Apify actors (sanctions, SEC Form D, WARN, FMCSA, SEO, jobs). Maintainer disclosure in README.
n8n workflow orchestrating four conditional-tool-use Claude agents to classify, research, draft, and QA real CFPB consumer complaints against real federal regulation text, behind a deterministic escalation gate. Live Streamlit dashboard synced to Google Sheets. Built to prioritize real, disclosed data over simulation throughout.
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