Shamini Koravuna - Research Associate

Shamini Koravuna

Research Associate

Bielefeld, North Rhine-Westphalia, Germany

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Summary

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Shamini Koravuna is a research-driven embedded AI engineer with eight years of experience bridging deep learning, computer vision and electronics, currently pursuing a PhD in Intelligent Systems at Bielefeld University. Trained at Chemnitz University of Technology and Udacity, she combines hands-on embedded development (C/C++, Embedded C, VHDL/Verilog in progress) with production-ready ML—Python, TensorFlow, Keras, PyTorch and OpenCV—for edge and resource-constrained platforms. Her work on neuro-inspired, resource-efficient hardware architectures for plastic spiking neural networks reflects a rare blend of neuroscience-informed research and practical hardware-aware model design. She has taught and scaled ML curricula—training 350+ graduates—and led projects translating 3D human-pose and multi-sensor research into applied solutions during industry and academic collaborations. Comfortable across the stack from data modeling and evaluation to 3D image processing, she’s focused on making intelligent systems both efficient and deployable on embedded platforms. Based in Bielefeld, Germany, she brings curiosity-driven problem solving and a strong math/statistics foundation to interdisciplinary AI and embedded systems challenges.

7 years of coding experience

1 year of employment as a software developer

Doctor of Philosophy - PhD Intelligent Systems, Doctor of Philosophy - PhD Intelligent Systems at Bielefeld University

Nanodegree Machine Learning Engineer, Nanodegree Machine Learning Engineer at Udacity

Master's degree Embedded Systems, Master's degree Embedded Systems at Technische Universität Chemnitz

Bachelor's degree Electronics and Communications Engineering, Bachelor's degree Electronics and Communications Engineering at Osmania University

Kendriya Vidyalaya Sangathan

Hindi, Telugu, English, German

Stackoverflow

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Github Skills (29)

azure-kinect10

kinect-v210

pose9

depth-camera9

kinect9

depth9

face8

steamvr7

openpose7

openvr7

3d-reconstruction7

computer-vision6

cpp6

pose-estimation6

human-pose-estimation6

Programming languages (2)

C++Python

Github contributions (5)

ShaminiKoravuna/ShaminiKoravuna.github.io

Dec 2020 - Apr 2024

Contributions:226 pushes, 1 branch in 3 years 4 months

ShaminiKoravuna/ShaminiKoravuna

Nov 2020 - Apr 2024

Contributions:32 pushes, 1 branch in 3 years 5 months

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