Hugo Cesar de Castro Carneiro

Bis 2024, Postdoctoral Research Associate, Universität Hamburg
Abschluss: Doctor of Science (DSc), Universidade Federal do Rio de Janeiro
Hamburg, Germany

Skills

Machine Learning
Artificial neural networks
Communication skills
Python
Pandas
PyTorch
Research
Postdoctoral position
Multimodal learning
Automatic Speech Recognition
Emotion Recognition
Computer Vision
OpenCV
GitLab
GitHub
Software Development
Team work
C/C++
Java
Research and Development
Data Science
Information technology
Computer Science
Artificial intelligence
English Language
ML
Statistics
Natural Language Processing
Analytical skills
Programming Language
NumPy
Pattern Recognition
Scrum
Computational Intelligence
Text Mining
Data Mining
Presentation skills
Deep learning
Data Analysis
Fast learner
Problem Solving
Multilingualism
TensorFlow
Keras
Empathy
Statistical Analysis
University didactics
Quantitative analysis
Linux
Technology
Dataset
Generative AI
Scientific literature
Scientific Writing
Scientific research
Scientific Programming
Scientific studies

Timeline

Professional experience for Hugo Cesar de Castro Carneiro

  • 4 years and 9 months, Apr 2020 - Dec 2024

    Postdoctoral Research Associate

    Universität Hamburg

  • 10 years and 11 months, Jul 2009 - May 2020

    IT Analyst

    Universidade Federal do Rio de Janeiro

Educational background for Hugo Cesar de Castro Carneiro

  • 4 years and 10 months, Sep 2012 - Jun 2017

    Systems Engineering and Computer Science

    Universidade Federal do Rio de Janeiro

    Doctorate with a focus on advancing my Master's research in weightless neural systems and multilingual NLP. I delved into learning theory, providing mathematical support for my advisors' architecture, strengthening its empirical results. Additionally, I co-advised master's students and contributed to AI research, including applications in credit analysis, emotion recognition, and the development of explainable architectures.

  • 3 years and 6 months, Mar 2009 - Aug 2012

    Systems Engineering and Computer Science

    Universidade Federal do Rio de Janeiro

    Master's with a thesis on weightless neural systems and multilingual NLP, specializing in part-of-speech tagging. Developed expertise in dataset management, preprocessing, and feature engineering. I also completed hands-on courses in information retrieval and computational linguistics, further enhancing my skills in working with complex, multilingual data.

  • 6 years and 4 months, May 2002 - Aug 2008

    Computer Science

    Universidade Federal do Rio de Janeiro

    Bachelor's in Computer Science with a broad curriculum covering various topics. In the final year, I focused my thesis on developing a question-answering system, marking my first experience with natural language processing. The thesis spanned from 2007 to 2008, laying the groundwork for my future research in NLP and AI.

Languages

  • English

    Fluent

  • Spanish

    Fluent

  • Portuguese

    First language

  • Italian

    Intermediate

  • German

    Basic

  • Swedish

    Basic

  • Catalan

    Basic

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