Abhishek Satyanarayana
Data Scientist - 2
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAbhishek Satyanarayana is a data scientist and AI engineer with 9 years of experience building and deploying machine learning, deep learning, and computer vision solutions across geospatial, autonomous vehicles, and industrial inspection domains. Currently at SatSure, he develops end-to-end pipelines that turn satellite and multi-source geospatial data into high-impact products—one crop classification system delivered >90% precision/recall across multiple Australian states and materially contributed to revenue targets. His background includes producing production-ready defect classification models for Tata Steel (92% accuracy) and supported early autonomy deployments by shipping LiDAR and camera perception models that enabled customer demos and initial revenue. He combines hands-on engineering (data pipelines, ThreadPoolExecutor optimizations) with academic rigor from an MSc in Artificial Intelligence, and he has experience teaching and mentoring masters students in deep learning and computer vision. Notably, he repeatedly turns noisy labels and heterogeneous sensor data into robust, generalizable models that scale to real-world operations.
9 years of coding experience
4 years of employment as a software developer
MSc, Artificial Intelligence, MSc, Artificial Intelligence at University of GroningenBTech, Information Technology, BTech, Information Technology at National Institute of Technology Karnataka
Telugu, Tamil, Kannada, Hindi, German, Japanese, English
Github Skills (31)
supervised-learning8
computer-vision6
semantic-segmentation6
multiview6
contrastive-learning5
mnist-dataset5
deep-learning5
representation-learning5
unsupervised-learning4
self-supervised-learning4
sequence4
language-model3
sequence-to-sequence3
fairseq3
seq2seq2
Programming languages (4)
Github contributions (5)
AbhishekRS4/fcn
Aug 2018 - Jul 2021
Contributions:43 commits, 17 pushes, 1 branch in 2 years 11 months
AbhishekRS4/utility_scripts
Apr 2018 - Jan 2022
Contributions:40 pushes, 1 branch in 3 years 10 months
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