I am a Senior AI/ML Engineer with 12+ years of experience delivering end-to-end machine learning, NLP, and generative AI solutions across healthcare, finance, and enterprise platforms. I build HIPAA-compliant, large-scale AI systems that integrate predictive modeling, LLM automation, and MLOps best practices, with a focus on explainability, governance, and regulatory compliance. I excel at leading cross-functional teams, mentoring engineers, and aligning AI strategy with business goals to drive measurable impact—such as improving patient risk detection accuracy by 27%, cutting clinical review time by 1,500+ hours annually, and reducing deployment cycles from weeks to days.

Robert Ramsey Mowlavi

I am a Senior AI/ML Engineer with 12+ years of experience delivering end-to-end machine learning, NLP, and generative AI solutions across healthcare, finance, and enterprise platforms. I build HIPAA-compliant, large-scale AI systems that integrate predictive modeling, LLM automation, and MLOps best practices, with a focus on explainability, governance, and regulatory compliance. I excel at leading cross-functional teams, mentoring engineers, and aligning AI strategy with business goals to drive measurable impact—such as improving patient risk detection accuracy by 27%, cutting clinical review time by 1,500+ hours annually, and reducing deployment cycles from weeks to days.

Available to hire

I am a Senior AI/ML Engineer with 12+ years of experience delivering end-to-end machine learning, NLP, and generative AI solutions across healthcare, finance, and enterprise platforms. I build HIPAA-compliant, large-scale AI systems that integrate predictive modeling, LLM automation, and MLOps best practices, with a focus on explainability, governance, and regulatory compliance.

I excel at leading cross-functional teams, mentoring engineers, and aligning AI strategy with business goals to drive measurable impact—such as improving patient risk detection accuracy by 27%, cutting clinical review time by 1,500+ hours annually, and reducing deployment cycles from weeks to days.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent

Work Experience

Sr. AI/ML Engineer / Tech Lead at Capgemini
January 1, 2021 - Present
Led the AI engineering effort behind Virtual Care AI, a HIPAA-compliant platform for enterprise clients that predicts patient risk, enables real-time clinical monitoring, and integrates LLM-driven automation into care workflows. Focused on predictive modeling, GenAI, and MLOps with emphasis on explainability and governance.
Machine Learning Engineer at Capital One
February 1, 2017 - November 1, 2020
Delivered NLP, automation, and statistical modeling solutions to streamline document-heavy workflows, improve compliance reporting, and enable scalable retrieval systems across banking systems.
Python Developer at LoanDepot
June 1, 2015 - December 1, 2016
Architected document intelligence pipelines indexing 50M+ contracts and policies; designed forecasting frameworks; engineered ETL pipelines; piloted containerized deployments and enterprise CI/CD to accelerate onboarding.
Python Developer at Amazon
June 1, 2013 - April 1, 2015
Backend Python development, data pipelines, and automation to improve order processing; built ETL pipelines; contributed to frontend reporting tools and DRY code improvements.
Senior AI/ML Engineer / Tech Lead at Capgemini
January 1, 2021 - Present
Led AI engineering for Virtual Care AI, a HIPAA-compliant enterprise platform that predicts patient risk and enables real-time clinical monitoring; integrated GenAI automation into care workflows; built predictive modeling, LLM-driven features, and end-to-end MLOps with governance. Scaled across 10M+ EMR records using PySpark + Ray, improved patient risk detection by 27% with weekly retraining. Automated chart review using LayoutLMv3 + Tesseract OCR, saving 1,500+ clinician hours annually. Delivered secure FastAPI/GraphQL backends, real-time messaging with Kafka, Streamlit/React dashboards, and robust explainability with SHAP/LIME. Implemented guardrails, evaluation harnesses, and HIPAA alignment; led LLM red-teaming and governance initiatives.

Education

Bachelor’s Degree in Computer Science at Georgia Institute of Technology
August 1, 2009 - May 1, 2013
Bachelor's Degree in Computer Science at Georgia Institute of Technology
August 1, 2009 - May 1, 2013

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Financial Services, Software & Internet, Professional Services