Nikita Karaev
Stony Stratford, England, United Kingdom
Summary
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Rockstar🎓
Top SchoolNikita Karaev is a computer vision and AI researcher-practitioner with seven years of experience bridging cutting-edge research and product-focused engineering. He earned a PhD-level credential from the University of Oxford and has hands-on experience at Meta AI, now channeling that expertise as founder of pixelwise.ai. Nikita combines deep familiarity with VGG-style academic research and real-world model deployment, focusing on practical vision systems that scale. Based in the UK, he blends rigorous research training with startup instincts—designing models that solve applied imaging problems rather than only publishing papers. Colleagues value his ability to translate complex architectures into deployable pipelines and to iterate rapidly between prototype and production. An intriguing facet: he pairs elite academic pedigree with founder-level product urgency, making him equally at home in labs and early-stage companies.
7 years of coding experience
University of Oxford
Russian, English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (35)
classification10
pointnet10
segmentation10
optical-flow10
point-cloud10
arxiv10
pytorch9
computer-vision9
neural-architecture-search8
deep-learning8
nas8
model-compression8
feature-engineering8
machine-learning-algorithms7
automated-machine-learning7
Programming languages (3)
Github contributions (5)
nikitakaraevv/pointnet
Nov 2019 - Apr 2022
PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
Contributions:40 commits, 19 PRs, 40 pushes in 2 years 5 months
pytorchsegmentationarxivabsdeep-learning
facebookresearch/co-tracker
Jul 2023 - Feb 2025
CoTracker is a model for tracking any point (pixel) on a video.
Contributions:2 reviews, 11 PRs, 39 pushes in 1 year 7 months
optical-flowpoint-trackingtrack-anything
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