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👋 Hi, I'm Pedro Cavalcante!

🛠️ Machine Learning Engineer with 2 years of hands-on experience in the field.

🔍 About Me

🎓 Currently pursuing a degree in Computer Engineering from the Instituto Federal De Ciência e Tecnologia do Ceará.

💼 Working at @IFood as a Machine Learning Engineer.

📊 Experienced in developing and implementing machine learning models for intelligent systems, recommendation engines, classification, regression, and computer vision.

💡 Passionate about tackling complex challenges and optimizing solutions using data insights.

🌐 Fluent in English.

🛠 Tech Stack

Programming Languages:

Python Badge C Badge C++

Libraries & Frameworks:

Tensorflow Pytorch Scikit-Learn Keras Lightining Pandas Numpy Opencv

Databases:

MySQL MongoDB Elastic Search

DevOps Tools:

Docker Kubernetes MLFlow Jenkins Apache Airflow Terraform Ansible

Cloud:

AWS Google Cloud

Other Tools:

Git Jupyter Notebook

📊 Highlighted Projects

Animal Classification System - A repository for animal classification, integrating explainable AI and MLOps best practices.

Image Classification Baseline - A system for training image classification models in PyTorch using MLOps techniques, designed for easy adaptability.

Apartment Price System - Machine learning system using real-time data to estimate apartment prices using MLOPS techniques.

🔗 Contact & Connect

📧 Email: [email protected]

LinkedIn: https://www.linkedin.com/in/pedro-cavalcante-sousa/

✨ Feedback is always appreciated! If you come across any interesting projects or want to collaborate, feel free to contribute or reach out to me.

Pedro Cavalcante's Projects

cd4ml-hands-on-inicial icon cd4ml-hands-on-inicial

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

docker-practices icon docker-practices

Repository to learn Docker with the basic command, networks and volumes

football-graphs icon football-graphs

Repositório para a cadeira de grafos do curso de Engenharia Da Computação do Instituto Federal De Ciência e tecnologia do Ceará

hands-on-lectures icon hands-on-lectures

Repositório para alocar os estudos e exercícios do livro "Hands on Machine learning"

trabalho_so icon trabalho_so

Trabalho referente a cadeira de Sistemas Operacionais 2022.2

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