Francisco Nogueira Email & Phone Number

State Of Ceará, Brazil

Fortaleza, Ceará, Brazil

• Elaboration of time series, classification and recommendation models;• Worked on a Classification model used to identify customers most likely to purchase our services/products. Complementary to this, I worked on a recommendation model that returns the list of the most suitable products to be offered to these customers;• I prepare the models to be put into Production;• My toolkit consists of Tensorflow/Keras, Scikit-learn, Airflow, MLFlow, Docker, Microsoft SQL Server and Ubuntu.

Fortaleza, Ceará, Brazil

• Worked as a Water Resources Management consultant in the preparation of Basin Plans and Drought Plans.• Analyzes developed in Python and R involving Machine Learning and Statistical Learning models. I used the Scikit-learn, GeoPandas and Tensorflow libraries as tools.

Fortaleza, Ceará, Brazil

I worked on the development of a system that identifies pathologies in Pavements using Convolutional Neural Networks (CNN), I developed a model with a Faster R-CNN architecture and for that, I used Tensorflow Object Detection API

Epidemiological data modelling and analysis to help brazilian states and municipalities to develop data-driven policies in the fight against COVID-19

Fortaleza, Ceará, Brazil

I carried out a study in the area of hydrology using Machine Learning tools for the Regionalization of Ungauged Basins. I used K-means to partition homogenize the separation of my training and testing data, which I later changed to a leave-one-out cross-validation. I developed different models with two Artificial Neural Network (ANN) architectures, namely Feedforward Neural Network (FFNN) and Long-Short Term Memory (LSTM). For this I used Tensorflow, Keras and Scikit-learn.

Master Of Science, Teleinformatics Engineering

Focus on Probabilistic Modeling and Control of Dynamic Systems

Bachelor Of Science In Civil Engineering, Hydrology, 8.2