Danel Sanchez Tarrago Email & Phone Number

Belmont, Ma, Us

Belmont, Ma, Us

Miami, Florida, United States

• Led the foundation of the Machine Learning Group within the Business Intelligence Department• Architected a custom system to develop and deploy in-house machine learning models• Developed advanced machine learning models to address key healthcare challenges, including:- Outpatient Visit Forecasting: Built a time series model to predict the volume of outpatient visits, improving resource planning and patient flow management- Opioid Use Disorder Prediction: Created a classification model to identify risk factors for opioid use disorder, supporting early intervention and preventive care- Chronic Kidney Disease Detection: Designed a classification model to detect early indicators of chronic kidney disease, facilitating timely treatment and patient support

Miami, Florida, United States

• Developed abstraction layers to integrate data from multiple electronic health record systems for improved analytics and reporting• Created Workbench Reports and customized Slicer Dicer data models for clients using Epic systems

Santa Clara, Cuba

• Co-authored a book about multiple-instance learning, a subfield of machine learning that bridges the gap between traditional —simple-table— learning and relational learning• Created a machine learning solution for class-imbalanced multiple-instance classification problems that increases data model predictive performance by an average of 8%• Scientific adviser on a machine learning application for medical decision-making able to reduce coronary angiography costs by 30% at the Cardiological Hospital of Las Villas• Developed a noise reduction algorithm that increases the accuracy of data models for multiple-instance classification by an average of 3% when dealing with data with up to 20% noise corruption• Created a recommender algorithm for web mining applications that makes relevant recommendations 86% of the time• Designed and programmed a fuzzy set-based classification algorithm that correctly identifies image type in more than 90% of cases• Mentored students completing undergraduate research projects and master’s theses• Taught courses on Programming Languages, and Data Structures

Santa Clara, Cuba

• Created a Java program to compute data set complexity measures to estimate the best classification algorithms for the data• Conducted a study to determine if rough set metrics are useful to characterize data complexity in classification problems• Created a Delphi program to manage service times of faculty students and employees• Taught programming language and algorithm courses to undergrads

Santa Clara, Villa Clara, Cuba

• Taught Microsoft Office, databases, and information access courses to undergraduate and graduate medical students

Doctor Of Philosophy - Phd, Computer Science

Master Of Science, Computer Science

Bachelor'S Degree, Computer Science