Dillon Rosin
@dillonrosin
I build compliant AI, ML, and data platforms that improve healthcare outcomes at scale.
United StatesWhat I'm looking for
At BetterHelp, I architect agentic AI systems for intake analysis, risk scoring, therapist matching, and engagement optimization, serving more than 1 million users. My work improved first-session satisfaction by 22–25% and reduced early churn by 18–20%.
I build production ML, LLM, MLOps, and AgentOps platforms with Python, AWS, LangGraph, LangChain, SageMaker, and CI/CD. I’ve delivered governed systems with monitoring, explainability, audit logging, and human-in-the-loop approvals that support HIPAA compliance and reliable weekly releases.
Across TherapyNotes, Optum, and Humana, I progressed from healthcare analytics and data engineering to scalable clinical ML platforms. I’ve worked with billions of healthcare records, predictive models, Spark and Airflow pipelines, and analytics that informed care, utilization, and cost-reduction decisions.
Experience
Work history, roles, and key accomplishments
Architected agentic AI systems with 8-12 task-specialized agents for intake, risk scoring, therapist matching, and engagement optimization, serving 1M+ users. Orchestrated CI/CD pipelines for ML and agent workflows, reducing release cycles from weeks to under 48 hours.
Architected and owned a production ML platform supporting 6+ predictive models across 300K+ patients and 20M+ clinical records. Implemented explainable ML frameworks using SHAP and LIME, increasing clinician adoption by 40%.
Designed and maintained 20+ scalable data pipelines processing 5-8B+ healthcare records annually. Architected feature stores with 200+ engineered features, reducing data scientist experimentation time by 40%.
Delivered 30+ executive and operational dashboards supporting care quality and cost optimization. Automated recurring reporting pipelines using SQL and Python, reducing manual effort by 50-60%.
Education
Degrees, certifications, and relevant coursework
University of Florida
Bachelor's Degree, Computer Science
2009 - 2013
Bachelor's Degree in Computer Science from the University of Florida, Gainesville, FL, from 2009 to 2013.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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