2022 · Signal, Image and Video Processing · DOI 10.1007/s11760-022-02320-1
RESEARCH & PUBLICATIONS
Applied research shaped the way I engineer systems.
Work spanning visual perception, trajectory analysis and neural-network prediction—grounded in measurable behavior and real-world constraints.
The research path connects image processing, deep learning and physical systems—the same systems thinking now applied to AI platforms, automation and technical delivery.
2021 · Journal of Control, Automation and Electrical Systems · DOI 10.1007/s40313-020-00677-7
Low-cost Trajectory-Based Ball Detection for Impact Indication and Recording
2019 · CLAGTEE · Institutional source · UFJF
Prediction of Discrepancies in the Settlement Price of Differences Between the Subregions of the Brazilian Energy System
MASTER’S RESEARCH
Computer vision from capture to user-facing application.
The work used TrackNet-based deep learning and morphological operations to extract ball position, score validity, court lines and player location from tennis footage. ROS connected processing stages, while an Android application made results accessible.
START A CONVERSATION
Let’s build intelligent systems that actually work in production.
Open to conversations about AI engineering, automation, technical leadership and technology consulting.