Dynamo AI, Nov. 2024 - Present
ML Research Scientist
Working on next-generation compliance and safety evaluations of generative AI, particularly focusing on large language models.
Five, Dec. 2022 - Jun. 2023
Research Scientist Intern
Worked on efficient methods to perform zero-shot and weakly-supervised referring image segmentation (i.e., segmenting an object in an image that is referred in a natural language sentence), achieving new state-of-the-art performance in the field.
Five, Jun. 2021 - Sep. 2021
Research Scientist Intern
Extended the certified robustness technique of randomized smoothing from isotropic isotropic balls to anisotropic certificates through a simplified Lipschitz analysis-based framework.
Five, Sep. 2018 - Sep. 2020
Research Engineer, Motion Planning and Prediction
• Led the development of safe and scalable optimization-based motion planning algorithms, working in a team with research scientists and software engineers
• Published and presented research work developed at top tier conferences and journals within the robotics community, as well as to non-technical audiences
• Wrote and reviewed research and development code, ensuring CI with other tools within the company
• Carried out literature reviews, prepared and presented cutting edge research at paper reading groups
• Published and presented research work developed at top tier conferences and journals within the robotics community, as well as to non-technical audiences
• Wrote and reviewed research and development code, ensuring CI with other tools within the company
• Carried out literature reviews, prepared and presented cutting edge research at paper reading groups
Institute for Systems and Robotics, Lisbon, Apr. 2017 - Sep. 17
Graduate Research Assistant
Studied and developed new methods to perform pose estimation through vanishing points in general (central and non-central) omnidirectional cameras which lead to the publication of a paper in one of the top conferences in the field, IEEE CVPR 2018.