Chandra Kumar Ramasamy — Product Manager
1. Totally ~14 years of experience in embedded system based projects involving research, design and development of high performance Deep Neural Networks (DNN) platform and system software tools (compiler, assembly to assembly translator, debugger, simulator, profiler and IDE) for RISC, CISC, DSP and Reconfigurable architectures 2. Played the key role in the development of custom light weight software framework for Deep Learning used in Mobile-Flagship/mid-tier/low-end mobile devices 3. Good understanding of commonly used DNNs (AlexNet, GoogLeNet, ResNet, VGGNet, SqueezeNet, Selfie Outfocus, MultiROI detector, LRCN) 4. Strong understanding of Deep Learning Frameworks such as Caffe, TensorFlow and SDNN 5. Lead Tool-chain (debugger, profiler and IDE) development for Samsung Reconfigurable Processor which got commercialized in DTVs 6. Hands-on experience in open source software - LLDB, Eclipse, GCC and GDB 7. Rich experience in project management and process (AGILE) facilitation Currently I am into the research on Neural Network Compression Techniques - network pruning, quantization in particular.
Stackforce AI infers this person is a specialist in Embedded Systems and Deep Learning technologies.
Location: Bengaluru, Karnataka, India
Experience: 21 yrs 2 mos
Skills
- Deep Neural Networks
- Dnn Performance Acceleration
- Neural Network Compression
- Dnn Framework Development
- Dnn Inference Library Development
- Integrated Development Environment Development
- Gdb Porting
- Reconfigurable Computing
- Gnu Tool Chain Maintenance
- Risc Architecture Support
- Gcc Compiler Development
- Dsp Compiler Optimization
- Dsp Compiler Development
- Backend Development
- C Compiler Testing
Career Highlights
- 14 years of experience in embedded systems and DNN development.
- Led development of custom software frameworks for deep learning.
- Expert in neural network compression techniques and DNN frameworks.
Work Experience
AMD
Sr. Manager Software System Design (1 yr 7 mos)
SMTS Software System Design Eng. (2 yrs 11 mos)
MTS Software System Design Eng. (2 yrs 9 mos)
Samsung Electronics
Chief Engineer (6 yrs 5 mos)
Technical Lead (9 mos)
AMI India (American Megatrends India) Private Limited
Technologist (1 yr 3 mos)
Acme Technologies
Team Leader (2 yrs 5 mos)
Senior Software Engineer (2 yrs 4 mos)
Software Engineer (9 mos)
Education
M.Tech. at Birla Institute of Technology and Science, Pilani
MBA at Anna University Chennai
BE at Manonmaniam Sundaranar University