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Luciana Santos

@lucianasantos1

CS graduate focused on applied AI & computer vision. Building end-to-end pipelines, 3D reconstruction, and data-driven solutions.

Brazil

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What I'm looking for

Quero atuar com foco em IA aplicada, unindo minha base em ciência de dados e machine learning à capacidade de traduzir soluções complexas em resultados de negócio.

A Computer Scientist and UESC graduate, I specialize in the practical application of Computer Vision and Deep Learning within the medical field.

For my capstone project, I led the end-to-end development of pipelines for the 3D reconstruction of anatomical structures using the Visible Human Project dataset. My work spanned the entire process—from advanced segmentation using U-Net architectures to Python-based post-processing (utilizing SciPy and morphological filtering)—effectively mitigating complex artifacts such as noise and color distortion, as well as handling outliers to deliver high-fidelity meshes and point clouds (PLY/MeshLab).

My professional profile combines a strong technical foundation in artificial intelligence with a solid background in project management and digital design. This unique blend enables me not only to engineer predictive models and complex algorithms but also to translate technical data into high-value business solutions, ensuring clear communication and strategic alignment between technical and business.

Experience

Work history, roles, and key accomplishments

Branding Specialist

Lu Roncarati Design

Jan 2009 - Aug 2019 (10 years 7 months)

Desenvolveu e manteve websites e soluções digitais para clientes, atuando com sistemas de gerenciamento de conteúdo (CMS) e plataformas web. Analisou métricas de desempenho e comportamento de usuários, gerenciando projetos do planejamento à entrega.

Branding Digital Design Web Development CMS Performance Analytics User Behavior Analytics Project Management Comportamento de Usuários

Education

Degrees, certifications, and relevant coursework

Universidade Estadual de Santa Cruz (UESC)

Bacharelado em Ciência da Computação, Ciência da Computação

2021 - 2026

Activities and societies: TCC em visão computacional: reconstrução 3D a partir do Visible Human Project (VHP); segmentação com U-Net; geração de malhas 3D (PLY) e visualização; pipeline em Python (SciPy) e filtragem morfológica.

Bacharelado em Ciência da Computação com TCC em visão computacional, focado em reconstrução 3D a partir de dados médicos.

Universidade Estadual de Santa Cruz (UESC)

Bachelor of Science in Computer Science, Computer Science

2021 - 2026

Earned a Bachelor’s degree in Computer Science with a capstone in computer vision, focused on 3D reconstruction using the Visible Human Project dataset.