A curated list of HSE (Health, Safety & Environment) software, regulations, datasets, tools, books, training and resources. Curated by SmartQHSE.

30+ open-source HSE (Health, Safety, Environment) calculators — TRIR, LTIR, LTIFR, DART, EMR, severity rate, WBGT heat stress, noise exposure, hand-arm vibration, REBA, RULA, NIOSH lifting, fire load, evacuation time, risk matrix. Pure TypeScript, zero dependencies, regulation-cited (OSHA, HSE UK, ISO 45001, ILO, ACGIH, NIOSH, NFPA). MIT.

A modular, serviceable bike shoe

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

Open-source HSE templates and tools for construction safety — NEBOSH, OSHA & ISO 45001 aligned

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

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

Python port of @smartqhse/hse-calculators — 30+ HSE calculators (TRIR, LTIR, LTIFR, DART, EMR, WBGT, REBA, RULA, NIOSH, risk matrix, fire load). Pure Python 3.11+, zero dependencies, MIT, regulation-cited (OSHA, HSE UK, ISO 45001, ILO, NIOSH, ACGIH, NFPA).

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.

AI-powered compliance credentialing platform. Free study, free testing, pay only for your certificate. Built with Django, Python, Stripe, and Claude AI.

TWA Noise Dashboard — Occupational noise assessment tool. 2.9M+ readings analyzed with daily TWA comparisons, exposure heatmaps, and OSHA/NIOSH compliance tracking.

ML-based system to predict workplace incident outcomes using OSHA data, combining TF-IDF and LightGBM with a deployable Streamlit interface.

On-device OSHA construction safety violation detector — Gemma 4 E4B + Unsloth + Ollama. Gemma 4 Good Hackathon submission (Global Resilience track).

Production RAG pipeline over SEC, FDA, OSHA & NIST documents — hybrid search, FastAPI, Docker, GitHub Actions. 100% retrieval accuracy.

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.