A modular, serviceable bike shoe

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.

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

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

An investigation into the efficacy of OSHA enforcement actions

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

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.

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

The Occupational Safety and Health Administration (OSHA) is a US federal agency that sets and enforces standards for safe and healthful working conditions. OSHA provides data APIs for accessing workplace injury and illness data, establishment inspection records, and compliance information.

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

Construction Project Risk MCP Server

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

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

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

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).