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Tyler Kinsler

Tyler Kinsler

AI Operations & Evaluation | Healthcare Operations | Business & Workflow Analysis

Talent
TampaMember since September 23, 2026
AI Output Evaluation & Quality ReviewHuman-in-the-Loop AI SystemsLLM Testing, Prompting & ValidationTechnical Troubleshooting & User SupportWorkflow / Process AnalysisHealthcare Operations & DMEBusiness Requirements & Decision GatesCompliance-Sensitive Documentation
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AI Output Evaluation & Quality ReviewHuman-in-the-Loop AI SystemsLLM Testing, Prompting & ValidationTechnical Troubleshooting & User SupportWorkflow / Process Analysis

About

Operations-focused healthcare professional transitioning into AI operations, evaluation, and enablement. Hands-on experience with regulated DME workflows, order verification, equipment troubleshooting, patient support, dispatch coordination, documentation, and safety-sensitive decision making. Independent applied-AI project experience includes LLM output evaluation, adversarial testing, workflow-gate design, model validation, reliability assessment, failure analysis, and human-in-the-loop decision systems.

Experience

Medical Equipment Technician at AdventHealth (2026-01 – Present)

  • Deliver, set up, troubleshoot, and retrieve durable medical equipment and oxygen equipment across hospital and home-care settings.
  • Verify patient, order, equipment, and delivery details; identify missing or conflicting information and escalate issues before completion.
  • Coordinate with patients, hospital teams, dispatch, and other drivers to prioritize deliveries, pickups, urgent needs, and route changes.
  • Document patient contacts, delivery outcomes, equipment issues, exceptions, and follow-up needs with attention to HIPAA, safety, and accuracy.

Medical Equipment Technician at AdaptHealth (2024-01 – 2026-01)

  • Delivered, installed, and retrieved DME in patient homes and hospital settings, including bedside equipment support.
  • Set up CPAP devices, educated patients on proper use, and managed oxygen concentrators and portable oxygen equipment.
  • Coordinated timely deliveries while maintaining compliant documentation, patient communication, and safety standards.

Security Guard at Allied Universal (2019-01 – 2024-01)

  • Maintained safe operations in high-traffic facilities using situational awareness, de-escalation, access control, and detailed incident reporting.
  • Provided professional customer support while working independently in time-sensitive, high-accountability environments.

Education

Bachelor of Science in Psychology in progress – State College of Florida

High School Diploma – Agapa Christian (2014-01)

Skills

AI Operations & EvaluationHealthcare OperationsBusiness & Workflow Analysis

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