I'm all about using AI to boost health outcomes and revamp healthcare. Let's make patient care better together!
Former primary care physician, now Clinical Data Scientist and Team Leader.
⏳ Currently working on: Training state-of-the-art LLMs and exploring how to use OpenAI's APIs on digital health products.
- Data Analysis: Proficiency in R, Python, SQL, Plotly.
- Statistical Analysis: Skilled in complex analysis and hypothesis testing
- Machine Learning: Experience with various models, mainly for predicting patient outcomes.
- NLP (Large Language Models & ChatGPT): Experience in using OpenAI APIs and training language models locally.
- Health Informatics: Expert in creating efficient healthcare delivery systems. Familiar with interoperable frameworks (HL7, FHIR, OMOP)
- Medical Knowledge: Years of experience in leading healthcare teams and monitoring population health.
- Disease diagnosis from clinical notes: Large language models trained for suggesting ICD-10 codes from clinical notes.
- Hospital Readmission Prevention: Predictive model to reduce readmissions.
- Clinical Language Understanding Extraction and structuration of relevant health events and oucomes for care navigation.
- Primary Care Physician MBBS | Montes Claros State University
- Health Informatics and Clinical Data Science Specialist | Albert Einstein Research Institute
Feel free to reach out to me for any collaboration, consulting, or simply connecting. I'm always open to growing my network of health and data science enthusiasts!