erik casagrande

staff data and analytics scientist

About

Research Scientist at Masdar Institute of Science and Technology

Country

united arab emirates

City

united arab emirates

Industry

aviation & aerospace

Skill

machine learning, computer vision, signal processing, software engineering, research, smart grid, text mining, time series analysis, neuroimaging, natural language processing, python, gnu/linux

Experience

phd student

aston university

2005-4 - 2010-5 · 5 yrs 2 mos

Thesis title: Causality and Synchronisation in Complex Systems with applications to neuroscience

research engineer

masdar institute of science and technology

2009-12 - 2010-4 · 5 mos

postdoctoral researcher

masdar institute of science and technology

2010-7 - 2013-4 · 2 yrs 10 mos

Research on machine learning techniques applied to renewable energy topics. Smart Grids: Fault detection using data mining techniques in microgrids embedded with distributed generators (inverter-based). Research on feature selection methods. Technology Forecasting: text mining of online journals and patent databases for taxonomy creation, technology forecasting and business intelligence. Research on probabilistic text models. Ontology Learning for Requirement Engineering: Natural Language Processing of publication databases to extract domain and goals models for requirement engineering. Analysis of the Smart Grid and the Smart Metering technical domains.

research scientist

masdar institute of science and technology

2013-5 - 2015-12 · 2 yrs 8 mos

* Time series analysis of Land-Atmosphere Interactions And Their Role In Shaping The * Hydro-Climatology Of Arid and semi-arid Climates: Understanding The Role Of Seasonality, * Spatial And Temporal Synchronization And State-Dependent Dynamics.