Avio
Summary
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SeniorAndrea Ranieri is a research scientist with a Ph.D. in Space Science and Engineering and over a decade of experience at Italy’s National Research Council (CNR), where he blends academic rigor with applied R&D. Trained as a computer engineer with early focus on networking and distributed systems, he later spent years on robotics and perception before pivoting to deep learning in 2018, working across computer vision, time-series forecasting, self-supervised learning, and advanced data augmentation. Comfortable across the stack, he brings 15 years of hands-on Linux expertise and strong coding skills in Python, Bash, C++ and C to build reproducible research and production-ready prototypes. His background includes real-time Linux platforms, software routers and optical transport work, giving him uncommon breadth from low-level systems to modern ML pipelines. Based in Genoa, he combines academic publication experience with practical engineering that bridges laboratories and real-world interfaces.
10 years of coding experience
Github Skills (149)
python10
fastai10
sdk9
gpu9
deep-learning9
seafile-server9
visualization9
pytorch9
hardware9
machine-learning9
zigbee9
ros-driver9
computer-vision8
calculator8
opengl8
Programming languages (11)
Github contributions (5)
aviogit/depthai-python
Mar 2021 - Jan 2024
Host-side DepthAI source code
Contributions:2 PRs, 112 pushes, 1 branch in 2 years 10 months
hostdepthai
aviogit/video_stream_opencv
Apr 2018 - Sep 2020
A package to open video streams and publish them in ROS using the opencv videocapture mechanism
Contributions:25 pushes, 1 branch in 2 years 6 months
mechanismpublishvideocapturestreamsvideo-streams
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