Pinaev Danil

Student

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Summary

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Rockstar
Danil Pinaev is a software engineer with seven years of practical experience focused on full-stack development and deep learning integration. He contributed a classification demo to the high-profile open_model_zoo (OpenVINO) repository, implementing image I/O, network reshaping, and device configuration to optimize inference workflows. As a student-driven developer he blends hands-on coding with curiosity, often tackling performance and deployment details that bridge research models and production demos. Comfortable across the stack, he favors pragmatic solutions that make ML models more accessible and efficient on edge devices. Though self-described as a "poor student with ambitions," his open-source contributions demonstrate a professional ability to deliver working integrations in complex ML toolchains.
code7 years of coding experience
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Github Skills (10)

c-language10
deep-learning10
inference10
cprogramming-language10
openvino10
demoscene9
modeling9
modello9
cnn-model9
inference-engine9

Programming languages (4)

C#JavaC++Python

Github contributions (5)

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Pre-trained Deep Learning models and demos (high quality and extremely fast)
Role in this project:
userFull-stack Developer
Contributions:37 reviews, 58 commits, 4 PRs in 1 year 6 months
Contributions summary:Pinaev implemented a classification demo, adding and modifying files related to image classification. This involved setting up the necessary components, including reading images and reading the network. The user also reshaped the network and configured device settings for optimal performance. These changes suggest a focus on integrating and utilizing a deep learning model within the OpenVINO framework.
modelonnx-modelsdeep-learning-modelsmodel-zoopytorch-models
aDanPin/open_model_zoo

Jul 2019 - Jun 2021

Pre-trained Deep Learning models and samples (high quality and extremely fast)
Contributions:10 PRs, 90 pushes, 8 branches in 1 year 11 months
pytorchcaffe2deep-learningunet-image-segmentationpre-trained
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Pinaev Danil - Student