Marcelo Lotif
Senior Software Developer - Machine Learning @Vector Institute
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WORK HISTORY
Senior Software Developer - Machine Learning @Vector Institute
Toronto, ON, CA
Working with- Federated Learning initiatives for Healthcare applications (https://github.com/VectorInstitute/FL4Health)- Platform for facilitating the training of FL models (https://github.com/VectorInstitute/FLorist)- Toolkit for training models for synthetic tabular data and evaluation against MIA attacks (https://github.com/VectorInstitute/midst-toolkit/)- Fairness and Bias evaluation tools (https://github.com/VectorInstitute/fair-sense-ai)- Work presented at conferences like 2024 NeurIPS\' SoLaR and 2025 FAccT
EDUCATION
Universidade de Fortaleza
Bachelor's degree, Computer Science
Universidade de Fortaleza
Master's degree, Applied Informatics
SKILLS
ABOUT MARCELO LOTIF
AI Engineer with experience in Computer Vision, NLP and Federated Learning. Experience building, fine tuning, maintaining and monitoring ML models on training and inferencing pipelines. Master degree in Applied Informatics (Optimization Metaheuristics) obtained in 2012. All-round Software Engineer who worked with a multitude of languages and frameworks such as Python, FastAPI, Django, Ray, Tensorflow, PyTorch, Java, Spring, Javascript, React/Redux, NextJS, Angular, Go, RoR, Objective-C and others. Team leadership experience.
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