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Research & Science

Questions worth
exploring.

I investigate questions through artificial intelligence, applied computing, optimisation, photonics and computational methods — connecting scientific curiosity with rigorous experimentation.

Explore the questions

01Research practice

AN ONGOING FIELD
OF EXPLORATION.

Abstract computational view of Earth

Research is a continuous way of approaching questions through computing, artificial intelligence, optimisation and engineering.

Mackenzie · Research & TechnologyApplied research and technology development approached with analytical rigour, experimentation and computational methods.
A

Artificial Intelligence & Applied Computing

Machine learning, natural language processing, data-driven methods and intelligent systems.

B

Optimization & Computational Methods

Genetic algorithms, inverse problems, numerical approaches and computational search.

C

Photonics & Optical Systems

Nonlinear optics, second-harmonic generation and computational optical design.

SELECTED RESEARCH

Computational optics

Inverse Optical Design

Computational and AI-based exploration of optical systems.
  • AI
  • Optimization
  • Photonics

Optical systems

Nonlinear Optical Systems

Optimization and computational modelling involving second-harmonic generation.
  • Computing
  • Optimisation
  • Optics

Applied computing

Occupational Skills & Applied NLP

Computational analysis of occupations, skills and labour-market information.
  • NLP
  • Data
  • Applied Computing

Computational methods

Optimization Studies

Genetic algorithms and other methods for computational search and optimisation.
  • Genetic Algorithms
  • Search
  • Methods

02Academic trajectory

A PRACTICE BUILT
THROUGH INQUIRY.

01

PhD

Electrical Engineering and Computing

Mackenzie

Research across artificial intelligence, optimisation and computational approaches applied to optical systems.
02

Master’s

Applied Computing

Mackenzie

Research involving natural language processing and computational analysis of occupations, skills and labour-market information.
03

MBA

Data Science and Analytics

University of São Paulo (USP)

Data, analytics and their strategic context.
04

Bachelor’s

Production Engineering

Mackenzie

Engineering foundations for systems, processes and problem-solving.

TEACHING & KNOWLEDGE SHARING

Knowledge becomes more valuable
when it can be shared.

  • Statistics
  • Logic
  • Artificial Intelligence
  • Self-organizing maps & machine learning
  • Six Sigma & quality methods
  • Technical workshops