osha

Self-hosted incident to verified CAPA, with a TRIR that uses annual hours when the month grid is incomplete.

Advanced SQL for the 2018 NICAR conference in Chicago

A modular, serviceable bike shoe

OSHA-compliant Electrical Safety Training summary and certification covering PPE, arc flash hazards, and protection devices. (2025)

基于 RAG + LLM 的施工安全风险智能分析系统 ，基于53000+真实事故案例实现语义检索与智能预评估| Construction safety risk analysis powered by RAG retrieval and DepSeek LLM with 53,000+ OSHA accident records

An investigation into the efficacy of OSHA enforcement actions

A deterministic MCP server and skill for OSHA recordkeeping (29 CFR Part 1904). Evaluates workplace injury recordability via 11 typed triage tools and 15 bundled eCFR datasets. Eliminates LLM hallucination in compliance lookups with auditable citations, zero data retention, and support for stdio, Node HTTP, and Cloudflare Workers.

Research and Datasets derived from FY2014 - FY2019 reports from the Occupational Safety and Health Administration (OSHA) Directorate of Whistleblower Protection Programs (DWPP) located at https://www.whistleblowers.gov/factsheets_page/statistics and other links in the Resources Menu.

Review of farmworker deaths in California in relation to temperature and air pollution records.

Source-linked OSHA requirements across PSM, HazCom, Recordkeeping and LOTO, with audit triggers, evidence, verification and review/annotation artifacts. Preparing for AIAS+ 2026 (Chen Institute); manuscript under review for possible ACM ICPS inclusion.

A command line tool for generating and versioning Safety Data Sheets.

Patra — the universal schema for government correspondence. One schema, every notice, every agency. MIT.

Compliance-first Python automation for university research grant tracking, lab inventory, hazardous-material compliance, budget reconciliation, and audit-ready reporting.

Occupational noise exposure calculator: OSHA/NIOSH/ACGIH dose & TWA, ISO 9612 LEX,8h, hearing protector derating, reports.

AI-powered PPE compliance for industrial sites: real-time YOLO26 detection, Gemma 4 vision inspection, and OSHA-grounded answers from a self-improving knowledge base. Bold hi-vis UI, served on Modal (vLLM GPU, scale-to-zero) with self-hosted Supabase + pgvector.

GHS/OSHA chemical safety label management system with Firebase backend, approval workflow, and admin console

OSHA Mandates the provision of safe work spaces: You have the right to defend this safety. The law has already been written to protect you. You do not need to hide your actions. Our defense strategy remains NO LIES, NO COVERUPS, because the statutes themselves provide the shield you need.