Ankur Deshwal
Staff Engineer at Samsung Semiconductor India R&D Center
- Role
- Staff Engineer at Samsung Semiconductor
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ankur Deshwal
I have 15+ years of experience in the Semiconductor Industry covering a wide spectrum of projects. These include architecture simulation for performance and verification, and optimizing compilers especially targeted at GPU and AI accelerators.I have hands-on experience applying deep learning algorithms across diverse domains and hold a strong interest in deep reinforcement learning and large-scale models. I am highly interested in applying AI algorithms to semiconductor and compiler domain.
Experience
Staff Engineer
May 2014 — Present · Bengaluru, IN
Leading a SW R&D team working towards liberating HPC architectures from \"the memory wall\".• Led an R&D team focussed on building optimizing-software for Mobile-AI Accelerators.• Implemented OpenCL driver for Samsung Mobile GPU aimed at scalability with multithreading.• Developed cycle approximate simulator for Tile based Mobile GPU for performance estimation of NoC and a custom Cache.• Implemented a bit accurate simulator for frontend graphics pipeline blocks aimed at arch verification.
Education
Coursera, DeepLearning.ai
Generative Adversarial Networks (GANs) Specialization
2020 — 2020
Coursera, DeepLearning.ai
Online Specialization - Deep Learning
2017 — 2018
Coursera, deeplearning.ai
Online specialization - MLOps
JSS Academy of Technical Education
Bachelor of Technology (B.Tech.), Electronics and Communications Engineering
2002 — 2006
Udacity
Machine Learning Nanodegree, Machine learning
2016 — 2017
Indian Institute of Technology, Kanpur
Master of Technology (M.Tech.), Computer Science
2008 — 2010
Skills
- Llvm
- Data Structures
- Gpu
- Algorithms
- Opencl
- Compilers
- High Performance Computing
- Computer Architecture
- Computer Vision
- Deep Learning
- C++
- Parallel Computing
- Simulations
- C
- Programming
- Machine Learning
- Linux
- Cuda
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