0000-0003-4792-2865 About
Currently, I am working as a Data Scientist at NextGen Invent Corporation. I have done Ph.D. (2022) from School of Computer Science and Engineering, Bennett University India, under the supervision of Dr. Vipul Mishra and Dr. Anurag Goswami. My research topic is to optimize large deep learning models for devices with limited resources such as mobile or other edge-devices. I have also worked as a workshop speaker, and mentor at leadingIndia.ai.
Employment
Employment history is unavailable.
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (11)
- Inference-aware convolutional neural network pruning Save
- Deep learning-based important weights-only transfer learning approach for COVID-19 CT-scan classification Save
- Heuristic-based automatic pruning of deep neural networks Save
- A transfer learning with structured filter pruning approach for improved breast cancer classification on point-of-care devices Save
- A Machine Learning Approach for the Land-Type Classification Save
- A Deep Learning-Based Transfer Learning Approach for the Bird Species Classification Save
- CovidNet: A Light-Weight CNN for the Detection of COVID-19 Using Chest X-Ray Images Save
- DualPrune: A Dual Purpose Pruning of Convolutional Neural Networks for Resource-Constrained Devices Save
- A Heuristic-Driven and Cost Effective Majority/Minority Logic Synthesis for Post-CMOS Emerging Technologies Save
- A comprehensive survey on model compression and acceleration Save