Willian Antunes
AI Developer Senior at Confidential
Goiás, Brazil
Summary
👤
Senior🎓
Top SchoolWillian Antunes is a Senior AI Developer with 12 years of experience specializing in Edge AI and high-performance computer vision for mission-critical and embedded systems. He designs and optimizes real-time multimodal inference pipelines using PyTorch, TensorFlow, Hugging Face, YOLO and OpenCV, and brings deep GPU expertise building CUDA kernels and tuning models with TensorRT and ONNX Runtime for FP16/INT8 deployment. His work spans end-to-end production MLOps and cloud-native delivery—Docker, Kubernetes, AWS, MLflow and Airflow—while prioritizing low latency and high throughput on platforms like NVIDIA Jetson. Trained as a computer scientist (BSc and ongoing MSc), he pairs systems-level C++/Linux proficiency with Python-driven model development, enabling tight integration between algorithm and hardware. An insatiable curiosity (he maintains a technical blog) distinguishes him: he routinely blends kernel-level performance tuning with practical productization for IoT and smart-city applications.
12 years of coding experience
6 years of employment as a software developer
Aluno Especial, Aluno Especial at Universidade Federal de Santa CatarinaMaster's degree, Computer Science, Master's degree, Computer Science at Universidade Federal de Goiás (UFG)Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Pontifícia Universidade Católica de Goiás
Stackoverflow
55reputation
7kreached
0answers
2questions
Github Skills (200)
pipenv10
testing10
eip10
apache-camel10
junit10
docker-container10
microservices10
integration-testing10
docker-compose10
sonarcloud10
selenium-webdriver10
integrate10
java10
nim-lang10
peewee10
Programming languages (12)
Github contributions (5)
willianantunes/honesto-sqn
Mar 2018 - Jun 2018
Contributions:22 commits, 17 pushes, 1 branch in 2 months
willianantunes/willianantunes.com
Apr 2021 - Dec 2022
Where I blog about technology, my personal life, tools that I've built and many more 🤓
Contributions:151 commits, 31 PRs, 153 pushes in 1 year 8 months
gatsbyreactnetlify-cmssonarcloudjest
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