Curriculum vitae
WORK EXPERIENCE
Freelancer as LaTeX Book Designer
Publishing House of the Universidad de Antioquia
- Medellín, Colombia
- October 2019 – Present
- Skills: LaTeX · Git · Adobe Illustrator
- Description: Implemented characteristics required for scientific books in the publisher’s collection.
Occasional Professor
Universidad de Antioquia
- Medellín, Colombia
- October 2021 – Present
- Skills: Excel · Tableau · PowerBI
- Lecturer in Physics courses for the Biology Department.
- Project advisor for the Master’s Degree in Mathematical Teaching.
Research Assistant
Universidad de Antioquia
- Medellín, Colombia
- October 2017 – Present
- Mathematical modeling and data analysis applied in physiology using Python, R, MatLab, and Excel.
- Skills: Python · MatLab · R
EDUCATION
MSc Physics
University of Antioquia
- Medellín, Colombia
- March 2021
- Summa cum laude in master’s research work.
- Honorable mention in Shizu and Yu Takeuchi awards.
BSc Physics Engineering
EAFIT University
- Medellín, Colombia
- March 2015
PUBLICATIONS
- Milán, A. F., Rincón, O. A., Arango, L. B., Reutovich, A. A., Smith, G. L., Giraldo, M. A., Bou-Abdallah, F., and Calderón, J. C. (2021). Calibration of mammalian skeletal muscle Ca2+ transients recorded with the fast C2+ dye Mag-Fluo-4. Biochimica et Biophysica Acta (BBA) - General Subjects, 1865(9), 129939.
- Rincón, O. A., Milán, A. F., Calderón, J. C., and Giraldo, M. A. (2021). Comprehensive Simulation of Ca2+ Transients in the Continuum of Mouse Skeletal Muscle Fiber Types. International Journal of Molecular Sciences, 22(22), 12378.
CERTIFICATIONS
-
IBM DevOps and Software Engineering
- Coursera, IBM
- October 2023
- Skills: Agile · Scrum · CI/CD · Git · Docker
-
Software Architecture for Big Data
- Coursera, University of Colorado Boulder
- August 2023
- Skills: Real-time Systems · Big Data · Microservices · Software Engineering Practices · Distributed Computing
-
Google Data Analytics Professional Certificate
- Coursera, Google Career Certificates
- July 2023
- Skills: Data Visualization (DataViz) · Spreadsheets · Metadata · Data Ethics · R Programming · R Markdown · RStudio · Tableau · Data Integrity · SQL
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Data Science
- Le Wagon
- London, UK
- March 2023
- 10-week intensive course covering data analysis, machine learning, deep learning & data engineering
- Skills: TensorFlow · BigQuery · SQL · Seaborn · Streamlit · Heroku · Scikit-Learn · Microsoft Visual Studio Code · Jupyter · Data Analysis · Statistics · Data Science
- Project: Created synthesized medical reports for data scientists to develop better visualizations and automated processes.
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Data Science and Machine Learning: Making Data Driven Decisions
- MIT Schwarzman College of Computing (Great Learning)
- November 2022
- Online
- 12-week course covering network analytics, recommendation systems, graph neural networks & time series
- Skills: Recommendation Systems · Networking & Graphical Models · Unstructured Data · Regression & Prediction · Classification & Hypothesis Testing · Predictive Analytics · Scikit-Learn
- Projects: Built recommendation systems and predicted passenger satisfaction on the Shinkansen Bullet Train.
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Machine Learning Specialization
- Coursera
- January 2023
- Online
- Skills: Recommender Systems · Artificial Neural Networks · Linear Regression · Logistic Regression · Decision Trees
SKILLS & INTERESTS
- Languages:
- Native speaker
- English: B2
- Programming Languages: Python, R, SQL
- Software Tools: MatLab, LaTeX, GitHub, Jupyter, Spyder, VScode, Docker, MLFlow, Google Cloud Platform, Dataiku, Pandas, Numpy, SciPy, SKLearn, Tensorflow, Keras
- Interests: football, reading, travel
REFERENCES
-
Prof. Marco Antonio Giraldo, PhD
- Director of master’s research work and coordinator of the Biophysics Group at the University of Antioquia
- Email: mantonio.giraldo@udea.edu.co
-
Prof. Mauricio Muñoz, PhD
- Advisor in internship project for the biophotonics group of the University of Groningen
- Email: m.munoz.arias@rug.nl