CV
Education
[2022-Curr.] PhD in Data Science, Sapienza University of Rome
[2020-2022] MSc. in Data Science, Sapienza University of Rome, Final Grade: 110/110 Cum Laude
[2008-2013] Statistics, National University of Colombia, Avg. Grade: 4.0/5.0, Within the 20% of graduated peers
Work Experience
[Sep/22-Feb/2024] PhD Teaching Assistant, Sapienza University of Rome, Rome – Italy
[Sep/21-Feb/2022] University Teaching Assistant, Sapienza University of Rome, Rome – Italy
[Juan/20-Jan/2021] Senior Credit Risk Professional, The Agrarian Bank, Bogota – Colombia
[Feb/19-Apr/20] Head Data Scientist, ALTO Group, Bogota - Colombia
[Apr/17-Apr/18] Bureau Models Manager, Experian, Bogota - Colombia
[Jul/13-Mar/17] Analytics Coordinator (Experian, Bogota – Colombia)
Analytics Professional (Experian, Bogota – Colombia)
Portfolio Analysis Professional (Scotia Bank, Bogota - Colombia)
Knowledge
Programming skills
R and Python
SQL
Visual Basic
SAS / SPSS
Technical aptitudes
Statistical Data Modelling (Linear and Logistic Regression, MARS, Lasso, Ridge, E-Net)
Machine Learning techniques (GBM, Random Forest, SVM, ANN, LDA)
Clusters/Features Reduction (K-means, PCA, Factorial Analysis, MCA)
Time Series (ARIMA, RNN, LSTM)
Deep Learning (CNN, GNN, LSTM, NLP)
Acknowledgments
[Sep/2023] Best Student Paper Award. Olive Leaf Infection Detection Using the Cloud-Edge Continuum. ALGOCLOUD 2023. Amsterdam, The Netherlands.
[Feb/22-Jun/22] Student’s honour programme Sapienza University of Rome. Scholarship for the best academic performance. Rome, Italy.
[Jan/22] Top 1% ranking Wiraki startup. Most skilled and talented students. Rome, Italy
[Aug/20] 1st place in Data Science for All. The National Ministry of Information Technologies and Communications & Correlation One. Bogota – Colombia
[Dec/19] 1st place in 3rd Analytics Competence. Master in Analytical Intelligence for decision-making and VivaAir. Los Andes University, Bogota Colombia.
Complementary Education
[Ago/20] Data Science for All training program. Ministry of Information Technologies and Communications & Correlation One, Bogota – Colombia. (Graduated with honors)
[Nov/18] Data Science with Python, DataCamp, Online course, Bogota – Colombia
[Feb/16] Diploma course of Big Data Analytics, National University of Colombia, Bogota - Colombia
Languages
Spanish (Native)
English (C1 CERF)
Italian (B1 CERF)