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Badrinath Singhal

Hi I am pursuing my PhD from Indian Institute of Science specialising in machine learning and computer vision mainly in generative AI and 3D/4D reconstruction. Previously graduated from Indian Institute of Technology Guwahati majoring in Electronics and Electrical Engineering with minor in Computer Science and Enginee

Ambition

In the future

Currently I am pursuing PhD in computer science with focus in computer vision and machine learning and I am looking for full time position for research roles. My current research are is 3D representation and diffusion models (3D Gaussian Splatting, NeRF, FLUX, VGGT etc) along with diffusion models. With my technical expertise I would like to lead the engineering team and research team to develop stellar

Axera-Tech7 months

Senior Machine Learning Engineer

Jan 2023 - Jul 2023

Currently I am working as Senior Image Signal Processor Engineer at Axera where I work on enhancing performances of various modules in Image Processor chips through machine learning. My work focuses on developing models suitable for edge devices like denoising, color correction, purple fringing etc which can work on real time.

EmbodyMe3 years

Machine Learning Engineer

Mar 2020 - Dec 2022

I worked on developing features using deep learning and computer vision with focus on generative models for Xpression camera. My tasks include using neural network, CNN, statistics, optimisation, development in C++, Swift. We have released some of the features we worked on since.

Synapsica2 years

Artificial Intelligence Scientist

Oct 2018 - Aug 2020

Medical Imaging, deep learning, computer vision, statistics, optimisation, segmentation, object detection, classification etc. We developed MRI reporting assistant which helps in measurements and diagnosis of MRI scans of patients. We published our research and launched the product within 9 months of working.