Pratesh Kumar Reddy

About Pratesh Kumar Reddy

A Tech enthusiast, I have a fixation with \"AI @ Edge\". Maths and Visualizations have always intrigued me and naturally lead my interests to Image Processing/Computer Vision.I believe that AI (esp. Deep Learning), even though it is mature enough, is more challenging when one has to optimize it to meet the memory, time and power constraints at the edge devices. That is where the inter-disciplinary field of \"Edge AI\" emerges.I am working/worked on Edge AI(Speech/Vision) applications in Video Surveillance, Autonomous Driving, In-Car infotainment, Digital Advertisement, Camera ISP domains from past 7 years

Experience

1. Senior Staff Engineer

   Samsung Semiconductor

   Nov 2022 — Present · Bengaluru, IN

   Deep Learning flow optimization on Qualcomm and Mediatek devices for Image Sensor Pipeline

Education

• Maulana Azad National Institute of Technology

  Bachelor’s Degree, Electronics and Communications Engineering

  2009 — 2013

• International Institute of Information Technology Bangalore

  Master’s Degree, Electronic Systems Design (Specialization- Embedded Systems)

  2014 — 2016

Skills

• Machine Learning
• Arm Cortex-M
• C
• Analog Circuit Design
• Computer Vision
• Electronics
• Opencv
• Vhdl
• Embedded Systems
• Galileo
• C++
• 8051 Microcontroller
• Qt
• Tensorflow
• Arduino
• Sql
• Linux Kernel
• Linux
• Rtos
• Pspice
• Digital Electronics
• Raspberry Pi
• Digital Image Processing
• Cuda
• Python
• Artificial Neural Networks
• Openmp
• Microsoft Office
• Device Drivers
• Matlab