CV
Education
- B.E. in Electronics and Instrumentation, Birla Institute of Technology and Science, Pilani, 2016-2020
Work experience
- May 2020 - Present: Research Scientist
- Intel Labs
- Aug 2019 - May 2020: Visiting Scholar
- Xilinx Research
- Supervisor: Yaman Umuroğlu
- Jan 2019 - July 2019: Research Intern
- Uraniom
- Supervisor: Vincent Léon
- June 2018 - July 2018: Undergraduate Researcher
- Wolfram
- Supervisor: Sebastian Bodenstein
Skills
- Python
- PyTorch
- Tensorflow
- C++
- Mathematica
- CUDA
- OpenMP
- Java
- Android Studio
- LibGDX
- Docker, linux and dual booting laptops with nvidia GPUs :)))
Publications
Hadanets: Flexible quantization strategies for neural networks
Akhauri, Y. (2019). HadaNets: Flexible Quantization Strategies for Neural Networks. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications
Y. Umuroglu, Y. Akhauri, N. J. Fraser and M. Blott, "LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications," 2020 30th International Conference on Field-Programmable Logic and Applications (FPL), 2020, pp. 291-297, doi: 10.1109/FPL50879.2020.00055.
High-throughput dnn inference with logicnets
Y. Umuroglu, Y. Akhauri, N. J. Fraser and M. Blott, "High-Throughput DNN Inference with LogicNets," 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2020, pp. 238-238, doi: 10.1109/FCCM48280.2020.00071.
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams