Available to hire
Senior AI/ML and Computer Vision Engineer with 7+ years of experience building production-ready machine learning, computer vision, and AI systems across healthcare and enterprise applications. Experienced in SLAM, 3D reconstruction, visual localization, deep learning, and image processing, with expertise in PyTorch, TensorFlow, OpenCV, and cloud-native MLOps. Passionate about transforming research into scalable, high-performance products and collaborating with cross-functional teams to solve complex real-world challenges.
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Work Experience
Senior AI/ML Engineer at HealthStream
March 1, 2022 - PresentDesigned and implemented agent workflows integrating LLM APIs and documentation tools, reducing content retrieval time from ~8 minutes to under 20 seconds for 40K+ clinical users. Built codebase-aware retrieval systems using embeddings and RAG to improve information access and task efficiency. Implemented robust permission models and automated review flows to meet HIPAA compliance requirements. Integrated agent workflows with GitHub, ticketing systems, and CI pipelines to streamline project management. Established testing structures for agent performance evaluation and reliability. Led architecture discussions and documented progress for cross-team alignment.
Machine Learning Engineer at Caylent
June 1, 2020 - February 28, 2022Designed and implemented automated review flows and CI pipelines for production ML systems, including integration with ticketing systems and GitHub. Developed real-time agent workflows interfacing with clients to generate tests autonomously and summarize releases with rigorous approval states. Implemented model evaluation frameworks to optimize deployment processes, reducing development time by automating code review and static analysis. Built permission models with approval states and audit logs for compliance. Created testing protocols and benchmarking suites to improve evaluation and reliability.
Data Scientist at Weston Chase
January 1, 2019 - May 31, 2020Built and documented predictive models and reporting tools to improve financial planning accuracy. Collaborated with cross-functional teams to translate complex model outcomes into actionable insights for non-technical stakeholders. Automated data retrieval and reporting workflows using CI/CD principles to reduce manual data manipulation time and improve accuracy.
Education
Qualifications
B.S. in Computer Science
January 11, 2030 - July 23, 2026Certified Kubernetes Administrator
January 11, 2030 - July 23, 2026AWS Certified Solutions Architect
January 11, 2030 - July 23, 2026Industry Experience
Healthcare, Financial Services, Software & Internet
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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