Developed deep learning models that monitor forestry areas using satellite images. The final goal is to monitor forest conditions and to calculate carbon stocks in real-time.

Implemented a back end that performs ETL, machine learning modeling, and serves the results via an API.

Visualized GIS results via Mapbox.

Trained and deployed machine learning models in AWS.

Developed a framework consisting of a database, an app, and a dashboard in order to let users predict the performance of wind turbines.

Analyzed data from measurements and detected possible misalignments with the expected behavior.

Extracted meaningful information from multi-dimensional datasets.

Communicated the results and statistical terms to electrical engineers and sales officers in a clean and concise manner.

Read, studied, and kept up to date with current ISO standards.

Quantified the risk of different warranty strategies.

Developed models for decision making under uncertainty, based on stochastic optimization techniques.

Built-up a new type of forecasting modeling framework that was based on inverse optimization techniques and machine learning principles.

Extensively used R for data processing and GAMS-CPLEX for building optimization models.

Used a cloud computing framework for parallelizing the calculations.

Presented the research topics and results in international conferences in Lisbon, Glasgow, and Philadelphia.

Published four articles in well-ranked journals.

Worked as a visiting scholar at the University of California for four months.

Identified potential business cases where machine learning models could bring value to the clients.

Participated in the research, development, and implementation of predictive maintenance models of ATMs for one of the biggest banks in Europe.

Developed dashboards and interactive graphs.

Created business value with available data from existing clients, focusing on data-driven action.

Implemented predictive maintenance of factory areas and optimal scheduling of hydroelectrical power plants.

Taught my colleagues the principles of data science and machine learning.