RyzenAI-SW development team (https://github.com/amd/RyzenAI-SW)Accelerating LLMs on Ryzen AI (AI Engine accelerators), Runtime Optimization.Whole-App runtime for e2e apps on AMD Phoenix (AIE-ML cores).Inference Benchmark App to achieve max. performance for inference.

Vision Compiler automatic codegen for AMD/Xilinx AIE2 devices.AIE2 backend development for Halide.Achieved performance similar to hand-optimized kernels for level-1 functions like Filter2D

Efficient Runtime for Xilinx FPGA solution for RNN, LSTM apps.Support multiple backends for U25, U50, U50-LV etc.

AKS (AI Kernel Scheduler) : Framework to efficiently pipeline AI computation graph on heterogenous platformVitis-AI development

CHaiDNN compiler : IR generation and optimization

Design FPGA based high performance systems Computer Vision algorithms

Courses : Data Structures and AlgorithmsLab : Data Structures and Algorithms in C

Worked on improvements of OpenCV + Python wrapper.

- 3 months internship as part of Google Summer of Code 2013 program for OpenCV. - Created a new OpenCV-Python cookbook, now available online at OpenCV website : http://docs.opencv.org/trunk/doc/py_tutorials/py_tutorials.html- Worked with Python/C API to wrap OpenCV functions to Python- Solved numerous bugs and issues on the way.- GitHub repo : https://github.com/abidrahmank/OpenCV2-Python-Tutorials- Contributions to OpenCV - https://github.com/Itseez/opencv/commits?author=abidrahmank