Develop and Validate Fatigue Algorithm based on HRV measurements

NeuroSky provides ECG technology - ECG is a vital bio-signal that can be analyzed to compute various bio-markers like Heart Rate, HRV (Heart Rate Variability) , Stress, Respiration rate etc. One of our customers is looking for resources/team that has expertise in bio-signal analysis related to physiological parameters and also has the ability to validate the algorithm model and fine tune it to match data collected from a sample population. Typically this type of development involves PH.D. or post-doc researchers and faculty with expertise in MATLAB, Machine Learning and AI as well as algorithm development and validation. The customer can perform data collection task using their own employees as test subjects. The tasks can be outlined as below (1) Review published research on characterizing Fatigue using bio-marker measurements (2) Build a model/algorithm (e.g. using MATLAB) (3) Collaborate with the customer to collect data sets covering a wide range of age groups and demographics - use the data/machine learning/AI to fine tune the model/algorithm and validate it (4) Deliver the algorithm API (Android and IOS Libraries) The expected duration of this project is about 6-9 months with validated deliverables in early 2022.