Lucas Alcantara
Data Scientist
Pernambuco, Brazil
Summary
👤
Senior🎓
Top SchoolLucas Alcantara is a Data Scientist with nine years of experience specializing in computer vision and continual learning for image classification, currently working at CESAR after impactful machine learning roles at Accenture Brasil. He holds a Computer Engineering degree and is pursuing a Master's focused on continual learning, blending research rigor with production-ready solutions in image classification, segmentation, object detection and video analytics. Proficient in Python, PyTorch, YOLO, SAM, generative models (GPT, LlaVa, Stable Diffusion), and MLOps tooling like MLflow, Docker and LangChain, he bridges model development and deployment on AWS/Azure. Lucas has led research projects on network security and automated rule generation, revealing a cross-disciplinary knack for extracting signal from noisy data and operationalizing it. Always learning, he’s currently deepening skills in MLOps and cloud scaling to make computer vision systems more robust and maintainable in real-world products.
9 years of coding experience
3 years of employment as a software developer
Engenharia da Computação, Segurança de Redes, Engenharia da Computação, Segurança de Redes at Universidade Federal de PernambucoTécnico, Tecnologia em Engenharia Elétrica e Eletrônica, Técnico, Tecnologia em Engenharia Elétrica e Eletrônica at Instituto Federal de Educação, Ciência e Tecnologia de Alagoas - IFAL
Github Skills (69)
image-processing10
datasets10
deep-learning10
coco10
tflite10
yolov510
video-processing10
onnx10
torchvision10
object-detection10
computer-vision10
classification10
pytorch10
machine-learning10
coreml10
Programming languages (5)
Github contributions (5)
STAR-RG/syrius
Jun 2019 - Nov 2020
Contributions:292 commits, 59 pushes, 6 comments in 1 year 5 months
augustoolucas/dotfiles
Jun 2020 - Jun 2023
Contributions:11 pushes, 1 branch in 3 years
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