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antonionicampos/README.md

Hi 👋, I'm Antonioni Campos!

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Intro

I am a researcher at the Petrobras Research Center (CENPES). I've been working on projects in the field of Computational Intelligence and Data Science for the last 5 years. I've been work mainly on projects in the area of fault detection and diagnosis in equipment and processes using ML algorithms, application of NLP to evaluate equipment inspection reports, data-driven inference for chemical processes' variables. I also have been giving Python training to engineers for 3 years now.

I like programming so, for many years, I've been learning how to programming on a series of languages and tools to develop products in general. I worked with lots of full-stack tecnologies.


About Me

  • 🔭 I’m currently working at Petrobras

  • 📚 I have bachelor degree in Mechanical Engineering at UFPE (Universidade Federal de Pernambuco). I have a postgraduate degree at PUC-RIO in the field of Data Science and I am doing my master's degree in Computational Intelligence on the Electrical Engineering Department at UFRJ

  • 🌱 I’m currently learning about Kernels

  • ⚡ Fun fact: I play the guitar in the free time


Languages and Tools

Data Science Skills

Python OpenCV Keras Hadoop TensorFlow pytorch Azure

Others

C# .NET Git Material UI C Java Node.js InfluxDB C++ React JavaScript PostgreSQL Raspberry Pi LaTeX Flask PowerShell Docker GitLab

Github Stats

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  1. anomaly-detection anomaly-detection Public

    Implementação de modelos Autoencoder e LSTM-Autoencoder para detecção de anomalias.

    Jupyter Notebook 3 1

  2. lander-control-using-ga lander-control-using-ga Public

    GA implementation for Gym Lunar Lander environment

    Jupyter Notebook

  3. P3-BehavioralCloning P3-BehavioralCloning Public

    Deep neural networks and convolutional neural networks project to clone driving behavior using Keras. The model will output a steering angle to an autonomous vehicle.

    Python

  4. Extended-Kalman-Filter Extended-Kalman-Filter Public

    Self-driving Car Nanodegree Project 1/Term 2 - Applying a Kalman Filter to estimate the state of a moving object with lidar and radar measurements.

    C++

  5. P1-Facial-Keypoint-Detection P1-Facial-Keypoint-Detection Public

    First Project - Computer Vision Nanodegree from Udacity

    Jupyter Notebook

  6. P5-VehicleDetection P5-VehicleDetection Public

    Software pipeline to identify vehicles in a video from a front-facing camera on a car.

    Jupyter Notebook