
Nilotpal Sinha
I am currently working as Senior Researcher at the Advanced Technology Group (ATG) in Dolby Laboratories, Bengaluru, India.
Previously, I worked as a post-doctoral researcher at the Computer
Vision, Imaging & Machine Intelligence Research Group (CVI2 Lab) at
University of Luxembourg.
Here, I focused on designing Hardware Aware Neural Architecture Search (HW-NAS) algorithms
for automatically creating AI models, optimized for
edge devices with low power consumption, such as Raspberry Pi and NVIDIA Jetson Nano, in
space applications.
I finished my PhD in Computer Science at the National Yang Ming Chiao Tung University
in 2022 under the supervision of
Prof. Kuan-Wen Chen (陳冠文)
as part of the COVIS Lab.
during my doctoral studies. My doctoral research concentrated on developing efficient
Neural Architecture Search (NAS) algorithms
that could automatically generate high-performing neural network architectures for given
tasks, with a particular emphasis on significantly reducing the typically high computational
cost and time required for such searches.
Research Interests
Artificial Intelligence, AutoML, Machine Learning, Evolutionary Computation, Neural Architecture Search, Computer Vision,
Signal Processing.
Programming Languages
Python, Matlab, C++, C, Assembly language, Machine learning frameworks: pytorch, tensorflow, HTML, Javascript