Carlos A Theran Suarez

Commons, 143

Tuesday/Thursday • 09:00 a.m. - 10:30 a.m.

COT 5405 Design and Analysis of Algorithms • Mon. Wed. — 2:30 p.m. - 3:45 p.m.
COP 4020 Programming Language • Mon. Wed. Fr. — 9:05 a.m. - 9:55 a.m.
COP 3710 Database Management System • Tu. Thr. — 11:00 a.m. - 12:15 p.m.
COP 3330 Object Oriented Programming • Tu. Thr. — 3:30 a.m. - 4:45 p.m.

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Carlos Theran is a data science professor with over a decade of experience in designing and implementing machine learning and deep learning solutions to address a wide range of societal challenges. His research bridges the fields of applied mathematics, computer science, data science, and big data infrastructure. His work has tackled problems in image analysis, the healthcare sector, agriculture, and sentiment analysis. A key focus of his research involves designing deep learning architectures that leverage data fusion techniques for high-dimensional imagery applications, particularly in the contexts of remote sensing and medical diagnostics.

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• Image Analysis and Computer Vision
  Development of algorithms for feature extraction, segmentation, and classification across diverse imaging modalities.
• Remote Sensing and Geospatial Data Science
  Application of machine learning for land-cover classification, environmental monitoring, and change detection using multispectral and hyperspectral imagery.
• Neurodegenerative Disease Analysis
  Implementation of deep learning models to identify biomarkers and patterns in neuroimaging data related to disorders such as Alzheimer’s and Parkinson’s.
• Natural Language Processing (NLP)
  Design of AI-driven models for text understanding, sentiment analysis, and information extraction in scientific and policy domains.
• Cloud and High-Performance Computing Infrastructure
  Development of scalable and distributed architectures to support data-intensive machine learning workflows.
• Multimodal Data Fusion
  Integration of heterogeneous data sources (e.g., imagery, text, and sensor data) to enhance model accuracy and decision-making in complex systems.

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• Assistant Professor • 2023 - Present
  Florida A&M University (FAMU), Tallahassee, FL
• Instructor • 2021-2023
  Florida A&M University (FAMU), Tallahassee, FL

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• COT 5405 Design and Analysis of Algorithms
• COP 4020 Programming Language
• COP 3710 Database Management System
• COP 3330 Object-Oriented Programming
• CIS 4932 Special Topic [Intro to GenAI to Build Machine Learning and Deep Learning models]
• COT 4440 Design and Analysis of Algorithms
• COP 5025 Programming Language
• CAP 4064 Network-Based Multimedia
• CIS 4932 Special Topic [Intro to Data Sciences]
• COT 4210 Fundation of Computer Sciences

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• Google Scholar