Hi there, I'm João Manoel Herrera Pinheiro ☺️ ✌️ 🇧🇷
- 🤖 - Just an AI and Data Science Enthusiast 💻
- 🎓 - PhD. Candidate in Eletrical Engineering 🔬🖼️👁️🧠 - University of São Paulo
- 🎓 - MSc. in Mechanical Engineering 🔧🔬🤖 - University of São Paulo
- 🎓 - MBA, Specialization in Software Engineering 💻🤖 - University of São Paulo
- 🎓 - Mechatronics Engineer 🔧🔬 - University of São Paulo
- 🎥 - Content Creator at 2001 Engenharia
- 🧠🧩 - Autism twice exceptional (2e)
My Blog/Portfolio
📰 Latest Publications
- Automated identification of Ichneumonoidea wasps via YOLO-based deep learning: Integrating HiresCam for Explainable AI
- Descriptor: Dataset of Parasitoid Wasps and Associated Hymenoptera (DAPWH)
- A Synthetic Dataset for Manometry Recognition in Robotic Applications
- Deep learning-based computer vision techniques for automated identification of Ichneumonoidea and other Hymenoptera insects
- The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks
- A Leaf-Level Dataset for Soybean-Cotton Detection and Segmentation
- Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability
- Um estudo sobre algoritmos de Boosting e a otimização de hiperparâmetros utilizando optuna
Latest Projects
- An Introduction to Machine Learning
- Boosted Trees: XGBoost vs. CatBoost vs. LightGBM
- Credit Risk Prediction
📺 Latest YouTube Videos
- Meu Setup para Dados e Inteligência Artificial
- Resumo de todas as estruturas de Dados no Python - Listas, Tuplas, Conjuntos, Dicionários, Arrays
- Outros métodos de Array em Python para gerenciar memória
- Utilizando tolist, reverse em Arrays no Python
- Utilizando métodos em Arrays no Python, apeend, remover elementos