Olá, eu sou Cleyton Candeira, economista formado pela Universidade Federal do Pará (UFPA) e mestre em Desenvolvimento Sustentável dos Trópicos Úmidos. 🎓
Minha pesquisa de mestrado se concentra na aplicação de métodos de linguagem natural, Deep Learning e abordagens de LLM (Large Language Models) para avaliar os efeitos da certificação não-estatal da soja na Amazônia — um projeto fundamental na minha trajetória acadêmica.
Sou também um competidor ativo no Kaggle, onde conquistei reconhecimentos em diversos desafios de Machine Learning.
Tenho experiência em estatística aplicada e foco em estudos de Machine Learning, Deep Learning e LLM, aproveitando ferramentas computacionais para automatizar tarefas e otimizar processos. 💻🔍
Hello, I am Cleyton Candeira, an economist graduated from the Federal University of Pará (UFPA) and hold a master’s degree in Sustainable Development of the Humid Tropics. 🎓
My master’s research focuses on applying natural language processing, Deep Learning, and LLM (Large Language Models) approaches to assess the effects of non-state soy certification in the Amazon — a key project in my academic journey.
I am also an active Kaggle competitor, having achieved recognition in various Machine Learning challenges.
I have experience in applied statistics and specialize in Machine Learning, Deep Learning, and LLM, leveraging computational tools to automate tasks and optimize processes. 💻🔍
- Using Python to Interact w/ OS (Google) 🕹️
- Introduction to Git and GitHub (Google) 🏘️
- Machine Learning Specialization (Stanford University) 🤖
- Python for Every-REAL-Everybody (University of Michigan) 🐍
- TensorFlow - Introduction
- Titanic Kaggle Challenge 🚢 (🥉🥉🥉)
- House Prices Challenge 🏠 (🥉🥉🥉)
- Digit Recognizer Challenge 🔢 (🥉🥉🥉)
- (0.8256 🌪️ BERT with Disaster Tweets(🥉🥉🥉)
- My Master Degree's Research 🕵🏾♂️🧙🏾♂️ ("The Effects of Transnational Governance in the Amazon")
- Apple from My Research: 🔎 TF-IDF and Correlations 📈 (🥉🥉🥉)
- EDA from My Research: 🧹 EDA w/ Sentiment Analysis ✨ (🥉🥉🥉)
- Time Series: Analyzing the Construction Labor Market in the Amazon 🏗️🌳 (RMarkdown + Jupyter Notebook)
- 📈 Linear Regression Case for a Junior Data Scientist Selection Process 🏆