Information and communication technologies have aided advancements in providing a healthy and safe working environment at the workplace. Using ICT-based Personal Protective Equipment (PPE) minimizes the likelihood of workplace accidents due to the technology embedded equipment able to make decisions based on environmental factors. The Internet of Things (IoT) and Communication Technologies enable the generation of PPE models and devices with innovative features such as environmental sensing, monitoring, and risk identification, among others. Human resources working underground are confronted with various real-time issues resulting in significant health problems or even death. Human resources involved in working underground are confronted with various real-time issues that can result in significant health problems or even death. Mine workers are particularly vulnerable to toxic gases and changes in ambient conditions such as temperature, humidity, and so on. Various warning generation devices have been created, with a few implanted in mining fields. Existing warning generation systems are ineffective in protecting and saving workers’ life pneumoconiosis diseases. They cannot recognize health symptoms that occur in real-time, such as choking, heart rate fluctuations, and others. The proposed work emphasizes the development of a real-time surveillance helmet that incorporates IoT Sensors that can rescue with early-warning intelligence on the presence of fire, silicosis dust particles, temperature, harmful gases, and others that will reduce worker health risks. A built-in GPS tracker will aid in tracking the miner’s current location. Proposed work will reduce the number of hazardous accidents and deaths in such areas. Based on the accuracy parameter, this work is evaluated in three different working environments. According to the analysis, the proposed prototype’s accuracy in the coal mine working environment is approximately 96 percent, 99 percent in the indoor, and 97 percent in the outdoor (industrial) working environments.