Data Science Technical Leader at Mercado Libre. Researcher at GIDATIC and Professor at the Faculty of Information and Communication Technologies (TIC), Universidad Pontificia Bolivariana (UPB).
My interests are based around Data science, MLOps and Audio and Music information technologies, which includes Music information retrieval, Machine Learning, CI/CD/CT, Audio analysis and Data analysis. EN ESPAÑOL
PhD in Information and Communication Technologies, 2013
Universitat Pompeu Fabra (UPF), Spain
MEng in Telecommunications, 2008
Universidad Pontificia Bolivariana (UPB), Colombia
BSc in in Electronic Engineering, 2002
Universidad Pontificia Bolivariana (UPB), Colombia
Pandas, Numpy, Matplotlib, Plotly, Seaborn, BeautifulSoup, Selenium
Python, SQL, Pandas, BigQuery
Scikit-learn, Pytorch, NLP, Spacy
Kedro, MLflow, Deepchecks, DVC, great expectations
and Frequency Analysis of signals
SQL, Git, CI/CD, Bash, Linux
Current and past, postgraduate and undergraduate courses at the Universidad Pontificia Bolivariana (UPB)
Postgraduate Courses | │ | UnderGraduate Courses |
---|---|---|
Python for Data Science | │ | Machine Learning |
Audio Data Mining | │ | Signals and Systems |
Principles of Image Processing | │ | Data Mining |
Audio Processing | │ | Principles of Audio |
Signal Processing | │ | Audio Applications |
Telecommunications Principles | │ | Telecommunications Theory & Lab |
Matlab | │ | Tx Lines and antennas |