I am currently pursuing Masters in Electronics and Computer Engineering at Carnegie Mellon University with focus on Computer Architecture and Machine Learning. Prior to masters, I worked at Synopsys for the verification of ARC processors. During this, I have been part of development of a System Verilog based pseudo random instruction sequence generator to automatically generate test cases for functional verification of ARC VDSP processor.
- Implemented a design of Matrix-Matrix multiplication for FPGA acceleration on the infrastructure of Microsoft Catapult.
- Identified a crucial issue caused due to synthesis tool optimization with unconnected pins.
- Developed a verification tool for generating pseudo random instruction sequences using object oriented System Verilog for the verification of DesignWare ARC HS line of processors, specifically for HS VDSP vector super-scalar processor
- Worked on verification of DesignWare ARC EV Sub system that is based on ARC HS processors
- Debugged System level regressions for the verification of DesignWare ARC HS38 processor.
- Root caused complex bugs in UoIP core that involved interaction with application layer and provided smart fixes for multiple bugs.
- Studied the development of a closed loop feedback system for Controlling the lance in BOF using PLC.
Designed and Implemented a performance optimized Convolutional Neural Network IP using Xilinx Vivado HLS. Integrated the IP with AXI interfaces using Xilinx Vivado Design Suite for digit classification of MNIST images. Achieved over 2x acceleration compared with execution on ARM.
Identified the key research topics in computer science by generating TFIDF of publications over past few decades. Analyzed the time trends of these key topics to notice important historical breakthroughs and current hot research areas.
Implemented an 8-bit microprocessor using Verilog HDL with control unit having 8 instructions in ISA. Developed the ALU block using Kogge-Stone full adder design and synthesized the design with RC compiler
Developed and Implemented a Genetic algorithm in PERL to derive optimized partitions of some functions to be executed on a FPGA
Designed a 8:256 decoder using Dynamic domino logic. The schematic and layout of the design have been made in Cadence-Virtuoso software