AI-Powered Product Recall and Incidence Information Management System

Product Safety Consumer Risk MCP Server

Personal site documenting real-world AI systems for product safety, regulation, and operational governance.

Comply — All-in-one compliance skills library for AI coding agents. 12 production-grade skills to get physical products legally to market.

Evaluate toxicity of products using the ingredients (with Gemini AI)

Binary classification of product safety outcomes using Lasso feature selection, Logistic Regression and KNN across 50,646 records - evaluated with AUC and 10-fold cross-validation.

Assess product toxicity from images of ingredient labels by OCR-extracting text, normalizing ingredient names, and matching them against a local toxicology database to compute per-ingredient and overall risk score

The U.S. Consumer Product Safety Commission (CPSC) is the federal agency responsible for protecting the public from unreasonable risks of injury or death associated with consumer products such as toys, household items, electronics, and furniture.