Omdena-Sonocare Project

This was my Last Omdena project.  The company has since slowed down it's customer base is not sending new projects to the 2,800 engineers anymore, and it's just stagnant at this point.

This project is a telemedicine vitals signal processing.  We had great difficulty in gaining access to datasets which did not have academic only licensing terms.  Therefore we decided upon project deliverables, the customer Sonocare in Nigeria is required to build a dataset.

The project takes Blood Pressure, Pulse, Respiratory Rate, and SpO2, and symptom inputs, using a video processing system, which then it reposted to a front end for a proof of concept.

The project almost being complete, I mandated strict accuracy controls on these systems.  The tech stacks is included on my resume.

The largest concern is that the Nigerian Naira has decreased in value 70% since 2020 making deployment on U.S. based cloud systems cost prohibitive and research is being done into local native cloud hosting, or on premises computing systems with load balancing.  

UPDATE:

What was done is complete modifications in phase II for a Flutter App, with FastAPI, Django with PostGres.  My initial ML components were not modified, until a new proprietary dataset is procured with enough medical data to train an even better model.  

There is still some algorithms being worked on for the SpO2, the Blood Pressure and Heart Rate works well, there may be some more work to do on these algorithms. Nothing at the company is announced yet, I annotated my research and completed what I could and handed off to the next team.