Lucas Cesar
PhD Candidate
Brazil
Summary
👤
SeniorLucas Domingos is an electrical engineer and AI researcher with 10 years’ industry experience, currently pursuing a PhD at Flinders University while working as a casual academic. His work bridges signal processing, machine learning and computer vision, with applied projects ranging from few-shot underwater acoustic classification to face reconstruction and object detection. He has translated academic advances into production-ready solutions at Eldorado Research Institute and Gertec, contributing embedded software, denoising pipelines and deep learning models. Comfortable across embedded, front-end and research stacks, he favors interdisciplinary problems that deliver real-world impact in ecological monitoring and intelligent automation. An international career spanning Brazil and Australia highlights his ability to move ideas from lab prototypes to operational systems.
10 years of coding experience
Github Skills (5)
ieee8
classification8
preprocessing8
pipeline5
deep-learning5
Programming languages (1)
Github contributions (5)
lucascesarfd/onc_dataset
Nov 2022 - Mar 2025
This repository contains the pipeline to obtain and label ship acoustic data from the ONC initiative.
Contributions:2 releases, 4 PRs, 7 pushes in 2 years 4 months
pipelinedatasetoncieeedataport
lucascesarfd/underwater_snd
Sep 2021 - Nov 2022
Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification With Underwater Acoustic Data"
Contributions:1 release, 27 commits, 4 PRs in 1 year 2 months
classificationdeep-learningpreprocessing
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