Selfiie's innovative technology enables patients to obtain and control the use of their health information and empowers Health Information Exchange (HIE) organizations to improve the quality, safety, and efficiency of secure clinical data analytics and healthcare delivery.
Skills & Contributions:
•Optimized key stages of our patient data processing pipeline, which resulted in a 20x overall increase in throughput, scaling up our system to the full production workload, and obtaining invaluable insights used in business planning.
•Augmented LLMs with a mathematical logic system to process online postings of cancer clinical trial eligibility 23% more accurately, outperforming previous multi-year efforts that largely used manual efforts of medical experts.
•Championed modern software development practices for testability and reusability, which led to robust operation of core system components and enabled the delivery of complex, highly desired features that were previously deemed to be too difficult to implement.
•Collaborated cross-functionally with team members, company leaders, and stakeholders as business needs shifted to bring an intense focus to top business priorities and consistently deliver tangible value using best practices in data and software engineering.
