João Pedro K. De Q. Verçosa

João Pedro K. De Q. Verçosa Email and Phone Number

Machine Learning Engineer @Capgemini | Deep Learning Expert | Artificial Intelligence Specialist @ Capgemini
france, aquitaine, france
João Pedro K. De Q. Verçosa's Location
Rio de Janeiro, Brazil, Brazil
About João Pedro K. De Q. Verçosa

At the forefront of AI innovation, my recent role at the Laboratory of Intelligence and Applied Robotics (LIRA) involves enhancing legal automation, utilizing advanced NLP to streamline the Brazilian justice system. Our team's work with BERT and Llama 3 models has markedly improved the +Acordo platform, showcasing my proficiency in machine learning and software development.As an MEng candidate at Pontifícia Universidade Católica do Rio de Janeiro, my academic endeavors intersect with my professional expertise, focusing on artificial intelligence applications. Committed to ethical AI development, my goal is to leverage technology to elevate human life, evidenced by our transformative project with the Rio de Janeiro State Court of Justice.

João Pedro K. De Q. Verçosa's Current Company Details
Capgemini

Capgemini

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Machine Learning Engineer @Capgemini | Deep Learning Expert | Artificial Intelligence Specialist
france, aquitaine, france
Website:
capgemini.com
Employees:
232507
João Pedro K. De Q. Verçosa Work Experience Details
  • Capgemini
    Artificial Intelligence Consultant
    Capgemini Sep 2024 - Present
    • Developed a recommendation system for an unbalanced dataset, utilizing XGBoost and feature engineering. Implemented multiclass classification models for all classes and binary classification models for each individual target label. Achieved an overall weighted average accuracy of 76%.• Created a code coverage system using Generative AI to automate test generation for clients, added to the company's AI product showcase.
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  • Laboratory Of Intelligence And Applied Robotics (Lira)
    Scientific Researcher In Artificial Intelligence
    Laboratory Of Intelligence And Applied Robotics (Lira) Dec 2023 - Sep 2024
    Rio De Janeiro, Puc-Rio
    • Enhanced automation for legal processes, aiming to reduce the number of new cases being open, reducing the burden on the Brazilian justice system• Fine-tuned BERT and Llama 3 models for Named Entity Recognition (NER) using handmade datasets.• Developed pipelines for training, evaluating, and inferencing the BERT model with ZenML framework.• Worked with sets of over 300,000 documents, creating pre-processing flows and filters.• Trained similarity identification models, using Semantic Textual Similarity with sentence transformers, crucial to automating the process of proposing an agreement.
  • Laboratory Of Intelligence And Applied Robotics (Lira)
    Data Scientist
    Laboratory Of Intelligence And Applied Robotics (Lira) Apr 2023 - Sep 2023
    Rio De Janeiro, Puc-Rio
    • Developed 5 preprocessing routines to enhance data quality and consistency in a 6-month pilot project with over 500,000 registers.• Implemented an ensemble of supervised Machine Learning models, creating 15 distinct scenarios and achieving an accuracy of 0.918.• Utilized Fuzzy String Matching algorithms to improve relational accuracy between databases.
  • Driven Education
    Software Engineer & Qa Automation Tester
    Driven Education Mar 2021 - Dec 2022
    Rio De Janeiro, Brasil
    • Enhanced a Web Development course with 150+ logic exercises for programming and data structures.• Assisted in creating 50 automated tests for student projects to maintain quality standards.• Utilized JavaScript, HTML, CSS, TypeScript, Node.js, Chaijs, Cypress, Puppeteer, and Docker.• Demonstrated adaptability in a startup environment, contributing to varioustasks.
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  • Responde Aí
    Seo Content Creator
    Responde Aí Feb 2020 - Feb 2021
    Rio De Janeiro, Brasil
    • Created and reviewed educational content for +85 website pages to enhance user engagement.• Contributed to the SEO team by optimizing content for improved Google rankings.• Developed skills in didactics, continuous learning, writing, video production, and SEO strategies.
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  • Responde Aí
    Physics Expert
    Responde Aí Sep 2019 - Jan 2020
    Rio De Janeiro, Brasil
    • Produced engaging text and video content for Responde Aí website on Physics, Linear Algebra, Calculus, and Programming.• Collaborated with team members to ensure accurate and informative educational materials.• Implemented innovative teaching methods to enhance user engagement and learning outcomes.
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João Pedro K. De Q. Verçosa Education Details

Frequently Asked Questions about João Pedro K. De Q. Verçosa

What company does João Pedro K. De Q. Verçosa work for?

João Pedro K. De Q. Verçosa works for Capgemini

What is João Pedro K. De Q. Verçosa's role at the current company?

João Pedro K. De Q. Verçosa's current role is Machine Learning Engineer @Capgemini | Deep Learning Expert | Artificial Intelligence Specialist.

What schools did João Pedro K. De Q. Verçosa attend?

João Pedro K. De Q. Verçosa attended Pontifícia Universidade Católica Do Rio De Janeiro, Pontifícia Universidade Católica Do Rio De Janeiro, Colégio Santo Inácio Rio De Janeiro, Cultura Inglesa.

Who are João Pedro K. De Q. Verçosa's colleagues?

João Pedro K. De Q. Verçosa's colleagues are Yann Del Castillo, Ankit Kumar, Indhu Selvakumar, Pooja G, Anil Kumar, Sunaina Koul, Mathew Varghese (Prosci ®).

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