PhD in Biotechnology with a strong foundation in Data Science and Artificial Intelligence. Currently developing data and AI-powered solutions that support strategic decision-making, optimize operations, and enhance user experiences.

Over the years, I've built a diverse career bridging science, technology, and education. My data journey began in academia, where I led research projects from initial data analysis to postdoctoral studies. Later, I transitioned to the tech industry, creating learning experiences centered on AI and analytics, designing data-driven solutions, and providing technical consulting. This blend of hands-on expertise and strategic insight enables me to connect deep technical knowledge with practical applications across various domains.

• Languages: Python, R, SQL

• Data Analysis & Visualization: Pandas, NumPy, dplyr, ggplot2, tidyr, Matplotlib, Seaborn, Plotly, Power BI, Looker Studio

• Statistical Modeling: Statsmodels, Prophet

• Machine Learning & Deep Learning: scikit-learn, caret, randomForest, XGBoost, NLTK, TensorFlow

• Generative AI: Agent Development Kit (ADK), CrewAI, LangChain, LlamaIndex, Langflow, Hugging Face Transformers

• Notebooks & Platforms: Jupyter Notebook, Databricks, Google Cloud Platform

• Big Data & Cloud: Apache Spark, Google BigQuery

• LangChain: automatizando análise de dados com agentes
• LlamaIndex: criando um chatbot com a técnica RAG
• LlamaIndex: analisando dados com Pandas
• Hugging Face: explorando e aplicando soluções com modelos de IA
• TensorFlow: implementando um perceptron de múltiplas camadas (MLP)
• NLP: aplicando processamento de linguagem natural para análise de sentimentos
• BigQuery ML: criando modelos de regressão
• Estatísticas com R: testando modelos de regressão
• Regressão: aprimorando os resultados com XGBoost
• Regressão: prevendo séries temporais com Prophet
• Data Science: analisando e prevendo séries temporais
• Classificação: melhorando o desempenho com XGBoost
• Classificação: resolvendo problemas multiclasse
• Power BI: criando relatórios com auxílio de IA
• Machine Learning: utilizando ChatGPT como assistente
• ChatGPT: otimizando a qualidade dos resultados
• Data Visualization: criando gráficos com bibliotecas Python
• Pandas I/O: trabalhando com diferentes formatos de arquivos

• Séries temporais com Prophet. Análise e previsão de dados com Python

• Data Heroines - Saving the World Through Data (Kaggle Competition with Carolina Dias and Marivaldo Torres Junior)

• Machine Learning in Healthcare: Predicting the Need for Hospitalization in ICU Beds During the COVID-19 Pandemic(in portuguese)

• Scenarios and Effects of the Pandemic Caused by the New SARS-CoV-2 Coronavirus in Amazonas: Analysis and Prediction of Time Series with the Prophet Library(in portuguese)

• Data Analysis: National Immunization Program(in portuguese)

• Analysis of Hospital Costs of SUS (Unified Health System) and Evolution of Mortality Rates in Brazil(in portuguese)

• Drug Discovery: Direct Search for New Drugs Using Specific Molecular Targets and Their Mechanisms of Action (MoA)(in portuguese) - 🏆 this project was selected as one of the 10 highlights, among more than 200 projects, in the 2021 Alura Data Immersion.

• Quais os efeitos do Storytelling no nosso corpo?
• Time Series Forecasting: Prophet é mesmo um Profeta?
• Como migrar para Tecnologia?

🌐 more posts...

• The Quorum Sensing Auto-Inducer 2 (AI-2) Stimulates Nitrogen Fixation and Favors Ethanol Production over Biomass Accumulation in Zymomonas mobilis

• Fungal Dysbiosis Correlates with the Development of Tumor-Induced Cachexia in Mice

• Transcriptomic Profiling Identifies Novel Transcripts, Isomorphs, and Noncoding RNAs in Paracoccidioides brasiliensis

• ParaDB: A Manually Curated Database Containing Genomic Annotation for the Human Pathogenic Fungi Paracoccidioides spp.

• Functional and Evolutionary Characterization of a UDP-Xylose Synthase Gene from the Plant Pathogen Xylella fastidiosa, Involved in the Synthesis of Bacterial Lipopolysaccharide

• Draft Genome Sequence of 11399, a Transformable Citrus-Pathogenic Strain of Xylella fastidiosa

• Thioridazine Inhibits Gene Expression Control of the Cell Wall signaling Pathway (CWI) in the Human Pathogenic Fungus Paracoccidioides brasiliensis

• Comparative Genomic Analysis of Coffee-Infecting Xylella fastidiosa Strains Isolated from Brazil

• Genomic Sequencing of Two Coffee-Infecting Strains of Xylella fastidiosa Isolated from Brazil