Faith Chumo
Senior Analyst @Oak Street Health, part of CVS Health
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WORK HISTORY
Senior Analyst @Oak Street Health, part of CVS Health
NY, US
Support end-to-end development of clinical AI tools, coordinating cross-functionally across engineering, data science, product, and clinical teams to bring machine learning models from training to production- Review and evaluate LLM-generated outputs on clinical text, analyzing error patterns and surfacing findings to medical and operational leadership to drive quality improvement- Develop understanding of structured and unstructured healthcare data sources to inform prompt development and model conditions for Medicare populations- Identify NLP challenges in clinical language (e.g, negation, context) and present findings to clinical leadership- Track model development status and maintain project alignment across teams via agendas, recaps, and stakeholder communications
EDUCATION
Yale School of Public Health
Master of Public Health - MPH, Health/Health Care Administration/Management
Yale University
Bachelor of Arts - BA, History of Science, Medicine and Public Health and Premedical Studies
ABOUT FAITH CHUMO
I’m a healthcare analyst and project manager with 4+ years of experience across clinical AI, digital health consulting, and global health R&D — working with organizations ranging from nonprofits to Fortune 500 companies up to $16B in revenue.In my current role at Oak Street Health (part of CVS Health), I support the development and deployment of clinical AI tools using large language models (LLMs) to surface insights from unstructured clinical data and improve care quality for Medicare populations. My work spans cross-functional coordination across engineering, data science, product, and clinical teams — from model development through production deployment.My broader background includes leading projects for pre-clinical vaccine development, biotech drug delivery, market access planning, and scientific capacity strengthening.Some career highlights:Directed global HIV vaccine R&D programs ($3.2M budget) across 45+ partners at IAVI, saving $40K in donor funds and increasing reporting efficiency by 50% with digital project tools.At McKinsey, conducted primary and secondary research, regulatory benchmarking, and sales performance analysis for a multinational bioactive manufacturer; presented findings to C-suite executives to guide growth strategy.Advised a Ministry of Health on national EMR rollout, synthesizing policy and technical inputs into an interoperable digital health roadmap.I’m always open to connecting with professionals in healthcare AI, value-based care, clinical data, and life sciences strategy.
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