プロフィール詳細

プロジェクトを作成

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Dr. Viviane M.に依頼

Brazil

Researcher in Artificial Intelligence, Machine Learning and Computer Vision

プロフィール概要

I am a Master’s and PhD candidate in Applied Mathematics at UNICAMP with experience in Artificial Intelligence, Machine Learning, and Computer Vision. My work focuses on developing and evaluating machine learning and deep learning models for data analysis and image-based applications, particularly in scientific and research-oriented contexts. I have experience with predictive modeling, data preprocessing, dimensionality reduction techniques, and convolutional neural networks, using Python-based frameworks such as PyTorch and TensorFlow. I am interested in providing technical support and consulting for projects involving: machine learning and predictive modeling computer vision and image analysis scientific and experimental data analysis AI applications in research environments My goal is to help researchers and organizations transform complex data into meaningful and reliable insights using modern AI techniques.

専門分野

• ★ Data Analysis
• ★ Predictive Modeling & Analytics
• ★ Artificial Intelligence
• ☆ Image Processing
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Statistics

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, General Proofreading & Editing

Research Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Product Evaluation, Product Validation, Prototyping

職務経験

PhD Candidate in Applied Mathematics

Universidade Estadual de Campinas

8月 2024 - 現在

Doutoranda

Universidade Estadual de Campinas (UNICAMP)

8月 2024 - 現在

Master’s in Applied Mathematics

Universidade Estadual de Campinas

3月 2022 - 8月 2024

学歴

PhD in Applied Mathematics

Universidade Estadual de Campinas - Unicamp

8月 2024 - 現在

Master’s in Applied Mathematics

Universidade Estadual de Campinas - Unicamp

3月 2022 - 8月 2024

Bachelor’s in Mathematics Education

Universidade Virtual do Estado de São Paulo - UNIVESP

3月 2018 - 12月 2021

認定資格

• Postgraduate specialization (lato sensu) in didactic-pedagogical processes for distance learning courses.

  Universidade Virtual do Estado de São Paulo - UNIVESP

  7月 2024 - 現在

出版物

CONFERENCE PAPER

Joao Batista Florindo, Viviane de Moura(2026). A multifractal-based masked auto-encoder: an application to medical images . Proceedings VISAPP 2025, 769-776 (2025). arXiv

Viviane Moura (2024). Advancing Facial Aging Assessment. 34th IFSCC CONGRESS.

JOURNAL ARTICLE

Viviane Moura, Joao Florindo(2026). Entropy-Guided Self-Supervised Learning for Medical Image Classification . arXiv. arXiv