Artificial Intelligence in Clinical Medicine
Gildardo Yanez Ruiz
General Medicine Doctor
Mexico, México,MEX
Summary
Medical Doctor with strong clinical experience in diagnostics, laboratory interpretation, gastroenterology, emergency medicine, and interdisciplinary care. Trained in AI in Healthcare through Johns Hopkins University, with hands-on expertise analyzing, evaluating, and correcting medical content generated by AI systems. Skilled in clinical reasoning, bias detection, problem-solving, and the critical evaluation of written medical information.
Passionate about improving the accuracy, safety, and reliability of AI models for diagnostics and laboratory medicine. Adept at writing detailed explanations, identifying weaknesses in reasoning, and red-teaming medical content to expose gaps, biases, and unsafe outputs. Excellent command of medical English and advanced communication skills.
Languages: Spanish (Native) • English (C2) • German (B2)
Overview
9
9
years of professional experience
3
3
Certifications
3
3
Languages
Work History
Medical Assistant to a Gastroenterologist
HOSPITAL MEDICA SUR
01.2025 - Current
- Facilitated patient intake processes by accurately recording medical histories, ensuring compliance with healthcare regulations and enhancing operational efficiency through the implementation of AI LLMs.
- Assisted in preparing patients for procedures by providing clear pre-visit instructions, which improved patient understanding and reduced anxiety.
- Managed appointment scheduling and follow-ups, optimizing clinic workflow and significantly reducing patient wait times.
- Supported physicians by organizing and maintaining medical records, ensuring timely access to patient information for enhanced care delivery.
Head Physician — IMSS Bienestar (Primary Care Unit
IMSS BIENESTAR
02.2024 - 02.2025
- Developed and implemented patient care protocols, enhancing service delivery and ensuring compliance with healthcare regulations.
- Collaborated with multidisciplinary teams to improve treatment plans, resulting in increased patient satisfaction and improved health outcomes.
- Streamlined clinic operations by optimizing scheduling processes, which led to reduced patient wait times and enhanced clinic efficiency.
- Trained and mentored junior staff on best practices in family healthcare, fostering a culture of continuous improvement and teamwork.
Clinical Internship (Practical Year)
Hospital Ángeles Lindavista
01.2023 - 12.2023
- Assisted in patient care by conducting routine checks and monitoring vital signs, ensuring safety and compliance with protocols.
- Collaborated with healthcare teams to update patient records accurately, enhancing overall data integrity and communication.
- Trained new interns on hospital procedures and best practices, improving team performance and service delivery.
- Supported medical staff in various procedures, contributing to efficient workflows and positive patient outcomes.
PARAMEDIC
Red Cross
01.2017 - 01.2019
- Administered emergency medical care and support to patients during critical situations, enhancing survival rates and patient outcomes.
- Collaborated with multidisciplinary teams to coordinate patient transport, ensuring efficient and timely transfers for critical cases.
- Conducted thorough assessments of patients' conditions, accurately documenting findings to inform treatment decisions and improve care quality.
Education
M.D. - Medicine
05.2001 -
Certificate Program - AI in Healthcare
01.2025
Skills
Clinical reasoning & diagnostic accuracy
Laboratory medicine fundamentals
Red-teaming medical content
Bias detection & hallucination identification
Step-by-step problem solving
Evaluation of medical evidence
Data quality assessment
Explaining complex medical concepts in simple terms
Cross-disciplinary thinking (medicine, AI, data)
Certification
Fundamental Critical Care Support
Interests
Medical content creation
Rock climbing
Medical education & public communication
Music production & DJ performance
Timeline
Medical Assistant to a Gastroenterologist - HOSPITAL MEDICA SUR
01.2025 - Current
Head Physician — IMSS Bienestar (Primary Care Unit - IMSS BIENESTAR
02.2024 - 02.2025
Fundamental Critical Care Support
11-2023
Clinical Internship (Practical Year) - Hospital Ángeles Lindavista
01.2023 - 12.2023
PARAMEDIC - Red Cross
01.2017 - 01.2019
CNA - Certified Nurse Assistant
01-2016
Amerikanische Lerntechniken (2012)
01-2012
Universidad Anáhuac Norte - M.D., Medicine
05.2001 -
Johns Hopkins University - Certificate Program, AI in Healthcare