cv

experience

  • Recod.ai
    University of Campinas (Unicamp)
    Undergraduate Researcher
    		 full-time

    Campinas, SP, Brazil

    		2024.04 – Present
    Researches Zero-Shot Learning methods for facial age estimation on children's images as a proxy task for Child Sexual Abuse Material detection.
    This research project is funded by a FAPESP scholarship, and composes the "Araceli: Artificial Intelligence In The Fight Against Child Sexual Abuse" research project and the Recod.ai laboratory.
    Supervised by Prof. Drᵃ. Sandra Avila and Drᵃ. Leo Sampaio Ferraz Ribeiro.
  • NeuralMind
    Machine Learning Engineer
    		 internship

    Campinas, SP, Brazil

    		2023.12 – 2024.04
    • Developed RAG-based chatbots using LangChain, improving QA accuracy on production datasets.
    • Built a chatbot guardrails Python library to ensuring safety and reliability on chatbot services.
  • H.IAAC
    University of Campinas (Unicamp)
    Undergraduate Researcher
    		 part-time

    Campinas, SP, Brazil

    		2023.07 – 2023.12
    Worked on Generative Adversarial Networks (GANs) applied to synthesizing human GPS trajectories. Supervised by Prof. Paula Dornhofer Paro Costa.
  • iFood
    Software Engineer
    		 full-time

    Campinas, SP, Brazil

    		2021.01 – 2022.06
    • Worked on an engineering task force which rewrote critical backend web applications from Python to Go, which resulted in reducing computating resources by 20x and API latency by 5x.
    • Developed the Server-Driven UI platform, which enabled product managers to create dynamic content pages and perform A/B testing.
    • Composed a working group that developed two internal Go libraries - a standardized logger and an Apache Kafka client -, and a standard/template for Go projects of backend web applications.
    Software Engineering Intern
    		 internship

    Campinas, SP, Brazil

    		2020.01 – 2020.12
    • Worked on the Search team, developing large-scale backend web applications responsible for providing the iFood search APIs.
    • Implemented the first semantic search API based on word2vec-based models, improving retrieval quality and latency.
  • Unicamp Development Foundation (FUNCAMP)
    Software Developer
    		 contract

    Campinas, SP, Brazil

    		2019.07 – 2019.12
    Developed an Augmented Reality mobile app for \textit{The Unicamp Publishing House} based on Unity.
  • Federal University of ABC (UFABC)
    Research Assistant Intern
    		 voluntary

    Santo André, SP, Brazil

    		2017.06 – 2017.07
    Studied iterative optimization algorithms, such as Particle Swarm Optimization (PSO) and Hill Climbing methods. Supervised by Prof. Ricardo Suyama.

education

  • 2021.03 – Present

    Campinas, SP, Brazil

    Bachelor of Science in Computer Science
    University of Campinas (Unicamp)
    Institute of Computing
  • 2025.02 – 2025.06

    Beijing, China

    Visiting Student
    Peking University
  • 2017.02 – 2019.12

    Campinas, SP, Brazil

    Associate's Degree in Information Technology
    Technical High School of Campinas (Cotuca)

volunteering

  • 2024.09 – 2025.02

    Campinas, SP, Brazil

    Iris Data Science Unicamp
    President
  • 2024.03 – 2024.08

    Campinas, SP, Brazil

    Iris Data Science Unicamp
    Vice President

languages

  • Portuguese 🇧🇷: Native;
  • English 🇺🇸/🇬🇧: Fluent;
  • Mandarin Chinese 🇨🇳: Intermediate;
  • Spanish 🇪🇸: Beginner;

interests

  • Machine Learning & Deep Learning;
  • Computer Vision;
  • Natural Language Processing;
  • Deep Reinforcement Learning;
  • Multimodal AI.