Experience

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  Universidade de são paulo

  Jan 2021 - Sept 2022

  Undergraduate researcher

  Undergraduate Research in Computer Vision for Precision Agriculture. Awarded a scholarship from the University of São Paulo.• Collected and labeled images from an indoor greenhouse to create a robust dataset for weed detection and classification using multiple spectral filters.• Trained object detection models and evaluated the effectiveness of different spectral filters, achieving promising results with the YOLO model and a near-infrared filter.

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  Bahia asset management

  Jan 2022 - Mar 2022

  Software engineer intern

  • Developed an application utilizing APIs, Python, SQLite, and Hugging Face to monitor companies across social media plataforms. The app analyzes engagement metrics and performs sentiment analysis, delivering valuable investment insights to financial analysts.

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  Dtlabs

  Mar 2023 - Aug 2024

  • Contributed to the end-to-end development of a no-code platform for creating and deploying intelligent video analytics pipelines on edge devices, from initial concept to first users.• Designed and implemented the system architecture using AWS, RabbitMQ, FastAPI, PostgreSQL, and Docker, ensuring real-time performance and high reliability.• Developed C++ and Python components for edge devices to process live video streams with OpenCV, perform inference on quantized models using TensorFlow Lite, and stream data to the cloud. Show less

  • Computer Vision Engineer

    Jan 2024 - Aug 2024

  • Computer Vision Intern

    Mar 2023 - Dec 2023
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  Recod.ai

  Sept 2023 - Aug 2024

  Undergraduate researcher

  Undergraduate Research in Artificial Intelligence applied to Finance. Awarded a scholarship from H.IAAC at Recod.ai.• Developed a framework to simulate credit policies over time using Machine Learning models and Active Learning algorithms.• Researched the application of Active Learning to mitigate selection bias in Credit Analysis, , aiming to improve model generalization and profitability.

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  Bosch

  Oct 2024 - now

  Data engineer

  • Collaborated with an international team on reporting for global purchasing quality, focusing on the development, deployment, and maintenance of reports and dashboards.