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Daniel Teixeira is listed as Data Scientist | Python | Machine Learning | PhD in Physics based in São Paulo, Brazil. AeroLeads shows a matched LinkedIn profile for Daniel Teixeira.
Daniel Teixeira previously worked as Machine Learning Researcher at Oncodata and Pós-doutorado em Física at Universidade Federal Do Abc - Ufabc. Daniel Teixeira holds Phd, Physics from University Of Sao Paulo.
• Theoretical physicist with teaching and research experience. Worked in international and diverse groups with several papers published in high impact journals. • Research in machine learning with emphasis in computational vision in the context of digital pathology. • Knowledge and interested in quantum computing.• Strong analytical skills with large experience in mathematical modeling of complex systems. Keywords: Physics | Math | Statistics | Deep Learning | Data Science | Quantum Computing | Python | PyTorch | Pandas | Scikit-learn | Matplotlib | Qiskit
A career timeline built from the work history available for this profile.
• Pesquisa em deep learning para o diagnóstico anatomopatológico de câncer de pulmão.• Segmentação de whole slide images e extração de características via CNNs.• Implementação de modelos com aprendizado semi-supervisionado baseados em multiple instance learning e mecanismos de atenção.
Santo André, São Paulo, Brazil
• Pesquisa interdisciplinar em física teórica nas áreas de altas energias, matéria condensada e computação quântica.• Elaboração de modelos matemáticos para sistemas físicos a partir de diversas ferramentas, como redes de tensores, grafos e circuitos quânticos.• Abordagens qualitativas e quantitativas com métodos analíticos, estatísticos (distribuições de probabilidade, funções de correlação, entropias, ruídos, medidas de informação etc), gráficos (via Matplotlib) e computacionais (sistemas algébricos e.g. Mathematica).
Ouro Branco, Minas Gerais, Brazil
• Ensino de Física a nível universitário com atribuições correspondentes: ministrar disciplinas e participar das atividades do departamento.• Disciplinas lecionadas: Mecânica; Oscilações, Ondas e Termodinâmica; Eletromagnetismo (experimentais e teóricas).
Research on the interplay between quantum information theory, many-body physics and quantum gravity
Research on quantum circuit models for simulating quantum field theories
Research on nonequilibrium statistical physics
Research on nonperturbative methods for quantum field theories
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Daniel Teixeira is listed as Data Scientist | Python | Machine Learning | PhD in Physics.
Daniel Teixeira is based in São Paulo, Brazil.
Daniel Teixeira has worked for Oncodata, Universidade Federal Do Abc - Ufabc, and Universidade Federal De São João Del-Rei - Ufsj.
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Daniel Teixeira holds Phd, Physics from University Of Sao Paulo.
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