Ram Ramrakhya Information Technology Undergrad, Researcher & Developer

I am a Information Technology B.Eng. student from Pune Institute of Computer Technology. Currently, I am working as a Software Developer at InMobi. I am a problem solving and deep learning enthusiast. My research interests are at the juncture of software engineering and AI, solving problems which lie at the intersection of Computer Vision, Machine Learning and Natural Language Processing and I am always on the lookout for opportunities to learn more and work on exciting projects in this field. I am an active Open Source Contributor at CloudCV, an Open Source organization. I also actively work on Fabrik, an open source project aimed at lowring the barrier for getting started with deep learning.

Profile Pic

Fabrik - A Collaborative Neural Network Editor

Utsav Garg*, Viraj Prabhu*, Ram Ramrakhya*, Deshraj Yadav

SysML Conference(SysML), 2019 (In Review)

The paper presents an online neural network editor that provides tools to visualize, edit, and share neural networks from within a browser. Fabrik provides a simple and intuitive GUI to import neural networks written in popular deep learning frameworks such as Caffe, Keras, and TensorFlow, and allows users to interact with, build, and edit models via simple drag and drop with powerful collaborative features to enable users to iterate over model design remotely and at scale.




(* = equal contribution)

Publications
  • October 2018 - Current
    Google Code-in

    Mentor, CloudCV

    Bangalore, India

    Mentoring students for CloudCV, helping them with various development problems, leading to the successful completion of over 40 tasks.

  • June 2018 - Current
    InMobi

    Software Developer

    Bangalore, India

    Working on implementing targeted content delivery system and AWS data pipelines for processing large scale data for analytics.

  • April 2018 - August 2018
    Google Summer of Code

    Student Developer, CloudCV

    Bangalore, India

    Worked on and currently maintain Fabrik, an open-source web application to collaboratively build, visualise and design neural networks.

  • January 2018 - May 2018
    InterviewBit

    Software Engineering Intern

    Pune, India

    Worked on designing and implementing SQL programming language judge and dashboard for interview pipeline on the InterviewBit platform.

  • October 2017 - March 2018
    Hackerearth

    Problem Setter

    Pune, India

    Worked with hackerearth for designing competitive coding problems.

  • July 2017 - May 2018
    NVIDIA

    System Engineering Intern

    Pune, India

    Worked on designing automated test suites for NVIDIA’s video encoders.

Experience

Fabrik

An open source web application to collaboratively build and visualize neural networks with a simple drag-and-drop interface.


Airbus Ship Detection

A deep neural network designed for detection of ships from satellite images, solution for the problem is based on U-Net architecture.


Thorax Disease Classifier

A deep neural network designed for identification of thorax diseases from chest x-ray images using transfer learning on VGG-16.



FlappyBot

A bot designed to play the game FlappyBird using neural network, the bot learns to play the game and gradually improving using genetic algorithm.


SEMODS

Secure multi-owner data sharing system for dynamic groups in cloud is a platform that allows its user to share and manage their data ina secure way.


Net-Traffic

A network traffic classification tool designed using libpcap and python which uses deep packet inspection and machine learning techniques to classify network traffic.


Projects
  • August 2015 - June 2018
    Pune Institute of Computer Technology

    Bachelor of Engineering in Information Technology

    GPA - 4.00

  • August 2012 - June 2015
    Government Polytechnic Jalna

    Diploma in Computer Engineering

    Class Rank: 1st (All 6 semester)

    Passed with an aggregate of 89.03%

Education