Bernardo Marques Email & Phone Number

São Paulo, Brasil

São Paulo, Brasil

São Carlos, São Paulo, Brasil

Responsible for the development of advanced automation tools leveraging web scraping, Python, and SQL to expedite the generation of comprehensive financial management performance reports. These reports encompass critical risk analyses and data visualizations that play an important role in allowing informed decision-making processes.

São Carlos, São Paulo, Brasil

Contributed significantly to the development of a robust web scraping tool utilizing Selenium, extracting extensive records of wood transportation data from the IBAMA website.Crafting an intuitive interface that offers interactive visualization of logging transportation data, translating raw data into dynamic graphs.

São Carlos, São Paulo, Brasil

Data mining and sentimental analysis, with Fine-tuning of state-of-the-art language models such as BERT, on user comments, using graph modeling to explore similarities between apps based on user reviews about app features.This project publish a paper with the title Link Prediction from Heterogeneous Opinion Mining Networks with Multi-Domain Applications presented in LXAI Research Workshop at ICML 2022.

São Carlos, São Paulo, Brasil

Led a dynamic study group of 50+ enthusiastic students passionate about machine learning research. Organized engaging discussions on cutting-edge topics in deep learning, dissecting state-of-the-art papers and fostering a collaborative learning environment.Developed and delivered comprehensive online classes on foundational data science and machine learning concepts, reaching a global audience of over 20,000 individuals through YouTube videos. Topics included calculus, decision trees, support vector machines, and neural networks.Mentored and guided student projects, translating theoretical knowledge into practical applications. Strategically assigned tasks, set milestones, and provided hands-on assistance, resulting in successful projects tackling real-world challenges in computer vision, natural language processing, and graph representation learning.

São Carlos, São Paulo, Brasil

Ganesh is a study group of over 50 students that share an interest in information security, focusing on learning the foundations and exploring recent vulnerabilities in state-of-the-art products, searching for strategies to counteract potential threats.Collaborated on studies in reverse engineering, network security, and web security, achieving knowledge of key concepts and emerging challenges.Instructed the introduction to information security course, equipping participants with fundamental knowledge in the field.Designed and curated challenges for the group's selective process, evaluating candidates' problem-solving skills and passion for information security.