Decisions informed with data that is driven by risk is a prime focus for all programs in ROEB. Health Canada is proposing to use Site Risk Profiling as the use case for this opportunity. Existing approaches to Site Risk Profiling is being conducted with HC data applied with multi-variant statistical analysis. It is unknown, however, if this approach has biases or gaps that can create risk to the compliance and enforcement mandate. To validate Health Canada’s approach to Site Risk Profiling, we are proposing to leverage public data via Twitter to assess Machine Learning potential and compare our approach to a solution provided by WE Accelerate. | Decisions informed with data that is driven by risk is a prime focus for all programs in ROEB. Health Canada is proposing to use Site Risk Profiling as the use case for this opportunity. Existing approaches to Site Risk Profiling is being conducted with HC data applied with multi-variant statistical analysis. It is unknown, however, if this approach has biases or gaps that can create risk to the compliance and enforcement mandate. To validate Health Canada’s approach to Site Risk Profiling, we are proposing to leverage public data via Twitter to assess Machine Learning potential and compare our approach to a solution provided by WE Accelerate. |