Cadastral and Geodesic Engineer from the Francisco José de Caldas District University, Master's Degree in Geosciences and Environment from the São Paulo State University (UNESP), with professional experience in managing technical and scientific teams, offering useful solutions for modeling, forecasting, analysis, and decision-making in areas related to:
Hydroenergy and renewable energies:
- Evaluation and simulation of inputs and reserves in hydroelectric power plants referring to Daily Useful Volume (Mm3), Energy Useful Volume (kWh), Energy Inputs (kWh), Flow Inputs (m3/s), 95 PSS Energy Inputs (kWh) and 95 PSS Flow Inputs (m3/s) using Artificial Intelligence algorithms such as: Auto Regressive Neural Networks (NNAR), Long Short-Term Memory (LSTM) and ResCNNN.
Hydrometeorology:
- Evaluation of extreme hydrometeorological phenomena such as droughts and low water periods, using the Standardized Precipitation Index (SPI), the Standardized Precipitation-Evapotranspiration Index (SPEI) and the Palmer Drought Severity Index (PDSI), in reference to hydrological terms such as water scarcity, water stress and water availability.
Climate Change:
- Evaluation of climate change scenarios SSP2-4.5, SSP3-7.0, SPP5-8.5 and bioclimatic projections using Global Climate Models (GCM) CCma-CanESM2, MOHC-HadGEM2-ES and MIROC-MIROC5.
Water Resources:
- Monitoring and control of water resources, surface and groundwater, water balance using satellite images in Cloud-Computing Systems like as Google Earth Engine (GEE).
- Hydrological analysis of HydroSHEDS, HydroATLAS, HydroBASINS, HydroLAKES, HydroRIVERS, Global Lakes and Wetlands Database (GLWD), Global River Classification (GloRiC).
Agrometeorology:
- Forecasting and evaluation of agrometeorological variables (precipitation, temperature, soil moisture) applying the models (AgrometShell, APSIM and DSSAT).
GIS and WebMaps/Applications:
- Development WebMaps/Applications using satellite imagery, aerial photography, drone and radar data provided by NASA, Copernicus and NOAA centers.
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🔭 I’m currently working on the application of models and forecasts using GIS in hidrological resources and energy
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🌱 I’m currently learning ** Frameworks of IA (TensorFlow-Keras), Amazon Web Services (AWS) and BigQuery**
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👯 I’m looking to collaborate on [in professional projects of modeling and forecasting hydrometeorology, climate change, water resources and agrometeorology)
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🤝 I’m looking for help with optimization of machine learning and big data algorithms.
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📝 I regularly write articles on https://www.researchgate.net/profile/Carlos-Mendez-Vallejo
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💬 Ask me about GIS systems, Geosciences and Artificial Intelligente
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📫 How to reach me carlos.mendez@unesp.br
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📄 Know about my experiences http://lattes.cnpq.br/3726674814643061
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⚡ Fun fact I think I'm fun conversing in foreign languages, I love them.