Research

Machine learning and vision
CNN experiments, model evaluation and numerical validation
AI and harness engineering
LLM workflows, deterministic checks, human review and agent handoffs
Quantum and fuzzy research
Hybrid inference, Qiskit circuits and reproducible experiments

Publications & Conference Papers

IEEE CEC 2026 (WCCI) 2026

A Hybrid Classical–Quantum Formulation of Fuzzy CRI Inference with a Triage Case Study

published
Explore topic Topic summary · based on the title

A hybrid classical-quantum formulation of fuzzy CRI inference, with a triage case study.

ICEIS 2026 2026

A Systematic Literature Review on Classical Data Encoding Strategies for Hybrid Quantum Machine Learning

published
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A systematic literature review of classical data encoding strategies for hybrid quantum machine learning.

ENIAC 2026 2026

QL-Implications: Quantum-Fuzzy Modeling and Application to Financial Decision-Making

accepted
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Quantum-fuzzy modeling with QL-implications and an application to financial decision-making.

WECIQ 2025 2025

Algoritmo de Bernstein-Vazirani: Análise Quântica com Implementação no Qiskit

published
Explore topic Topic summary · based on the title

A quantum analysis of the Bernstein-Vazirani algorithm with an implementation in Qiskit.