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Hi there hello.

I'm Rajesh 🌱

I'm a deep learning and embedded systems enthusiast with a focus on AI reliability, efficient on-device computing, and computer vision. My experience spans developing vision models using less data, deploying AI on mobile devices, and building robust computer vision systems.

What I Do

  • AI Research: Specializing in out-of-distribution detection, incremental (active) learning, and enhancing AI reliability.
  • On-Device AI: Optimizing neural networks for mobile platforms to achieve faster and smaller models.
  • Embedded Systems: Developing hardware and code for humanitarian robots.

Skills

  • Languages: Python, MATLAB, VHDL.
  • Machine Learning Frameworks: PyTorch.

Rajesh Gangireddy's Projects

domain_similarity icon domain_similarity

Forked from Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

geti-sdk icon geti-sdk

Branch - Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

movie-theare-management icon movie-theare-management

its a project report for theatre management project done in c++ language without graphics.h It has welcome screen followed by a login session. There are two login modes- User and admin, A user can view,book and edit his tickets for a show An admin has privileges to add/edit/remove the Show details This project uses text files which will be created by the code itself . This runs fine on the old turbo c++ (blue screen) ,so should be able to run on any compiler.

oltr icon oltr

Fork of "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

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