SANTIAGO POSSO MURILLO
Overview
5
5
years of professional experience
1
1
Certification
Work History
Teacher's Assistant
University of Kentucky
01.2021 - Current
- Supported classroom activities, tutoring, and reviewing work.
- Helped with grading assignments and tests, providing constructive feedback to students based on results.
Graduate Research Assistant
University of Kentucky, College of Engineering
01.2021 - Current
- Current project: Spatial and Temporal analysis of the fNIRS-based decoding models for speech.
- Project : Semantic Reconstruction From fNIRS Using Recurrent Neural Networks
- Project: Nonuniform Sampling-based Breast Cancer Classification
- Collaboration in the experimental part of a novel information-theory estimator
President
Serviagro del Norte S.A.S
04.2020 - 06.2021
- Analyzed requirements and provide optimal agricultural services to Camposol, a multinational company dedicated to providing food globally
- Increased productivity while reducing operational costs by 20 %
- Developed and implement strategic initiatives that foster a strong company culture and enhance employee retention
- Increased the service portfolio by 50% to meet Camposol's needs
Education
Ph.D. - Electrical Engineering
University of Kentucky, College of Engineering
Lexington, KY07.2026
Master of Science - Electrical Engineering
University of Kentucky, College of Engineering
Lexington, KY12.2023
Bachelor of Science - Engineering Physics
Technological University of Pereira
Colombia07.2020
Skills
- Deep learning frameworks
- Python programming
- Problem-solving
- Teamwork and collaboration
- Machine learning
- Image processing
Certification
- Combinatorial and Probability, University of California, San Diego, 06/2024
- Mathematical Thinking in Computer Science, University of California, San Diego, 02/2024
- AWS Cloud Technical Essentials, Amazon Web Services, 03/2023
- C for everyone: Programming Fundamentals, University of California, Santa Cruz, 03/2022
- Responsible Conduct of Research, Citi program, 03/2021
- Using Databases with Python, University of Michigan, 11/2020
- Introduction to Git and Github, Google, 10/2020
Publications
- Semantic Reconstruction From fNIRS using Recurrent Neural Networks, Posso Murillo, S., Sanchez Giraldo, L.G, J. Bae, 2025, IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
- Non-uniform Sampling-Based Breast Cancer Classification, Posso Murillo, S., Skean, O., Sanchez Giraldo, L.G., 2024, Machine Learning in Medical Imaging. MLMI 2023. Lecture Notes in Computer Science, vol 14349. Springer, Cham., https://doi.org/10.1007/978-3-031-45676-3_34
- The Representation Jensen-Shannon Divergence, Hoyos-Osorio, Posso-Murillo, S, Et al., 2023, Under review, arXiv preprint arXiv:2305.16446
Languages
Spanish
Native or Bilingual
English
Full Professional
Timeline
Teacher's Assistant
University of Kentucky
01.2021 - Current
Graduate Research Assistant
University of Kentucky, College of Engineering
01.2021 - Current
President
Serviagro del Norte S.A.S
04.2020 - 06.2021
Ph.D. - Electrical Engineering
University of Kentucky, College of Engineering
Master of Science - Electrical Engineering
University of Kentucky, College of Engineering
Bachelor of Science - Engineering Physics
Technological University of Pereira
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