Pragya Singh

I'm

About

I am Ph.D. Scholar at IIITD, India. I'm a passionate researcher interested in bringing AI to the edge. I believe that anything that is programmable can become intelligent. It is just a matter of time till we reach a stage where the edge devices around us can take actions based on their past learnings. I am looking deeper into understanding how can we fit-in the state-of-art models into tiny microcontrollers embedded everywhere to solve real-life problems. My research broadly aims at understanding how to get small-size ML/AI models.

profile picture

PhD Scholar

Interested in: Edge ML/AI, Tiny ML, Embedded ML

  • Blog: www.doafco.com
  • Email: pragyasingh18rathore@gmail.com
  • City: New Delhi, India
  • Skills:

    Embedded C, Embedded Linux, RTOS, IOT Architecture, Machine Learning, Microprocessor Architecture (ARM, AVR)

Resume

Ph.D.

Started in August 2021

I'm currently pursuing Ph.D. at IIITD, India, under the guidance of Prof. Pushpendra Singh. My broad research Area includes working on implementing the AI on edge to solve some real-life problems. Before joining IIITD I worked as an Embedded Software Engineer, where my role was towards developing solutions for Industrial Automation and Automobiles.

Research Experience

Research Intern

March- August, 2021

TCS Research

I worked at Embedded Devices and Intelligent Systems lab, as a Research Intern. Here I have worked on Hardware Aware Neural Architecture Search.

Education

Post Graduate Diploma in Embedded Systems Design

2018 - 2019

Centre for Development of Advanced Computing (C-DAC), ACTS, Pune

This course has helped me learn more about Embedded Systems, a unique field where engineers need to have sound knowledge in hardware and software design. And this is what I have gained out of this Course, An understanding of writing software for hardware.

Bachelor of Technology

2014 - 2018

Institute of Engineering and Technology, Ayodhya

Electronics and Communication Engineering.

Professional Experience

Embedded Systems Engineer (R & D)

2020 - 2021

Lohia Mechatronik, Pune, India

  • Developing Bare-Metal Embedded Software for Thickness Gauging Systems.
  • Involved in integrating various new sensor technologies to final product.
  • Involved in Research and Development for overall product design.
  • Involved in Motion Control Applications for precision measurement.

Embedded Software Engineer

2019 - 2020

KPIT Technologies, Pune, India

  • Worked in Requirement Analysis for Communication and Diagnostic Stack of Classic AUTOSAR.
  • Deriving Verification Criteria and Software level Requirements.
  • Model based Design for development of SWC's for Electric Power Assisted Steering.
  • MIL Testing for new Software components.

Contact

Incase our research interest meets kindly connect. I would be grateful to collaborate for working on new ideas.

Location:

IITD, Delhi, India