Austin, Texas, United States
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About

A Software Engineer with a track record of incorporating user and business requirements…

Activity

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Experience & Education

  • Microsoft

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Publications

  • Classification of Yeast Dataset by Transductive Multi Label Learning via Label set Propagation

    International Journal of Innovative Research in Science, Engineering and Technology

    The problem of multilabel classification has attracted great interest in the last decade, where each
    instance can be assigned with a set of multiple class labels simultaneously. It has a wide variety of real-world applications, like automatic image annotations and gene function analysis. In these applications, the labeling of multilabeled data is extremely expensive and time-consuming and there are abundant unlabeled data available. In this paper, we propose an algorithm called Transductive…

    The problem of multilabel classification has attracted great interest in the last decade, where each
    instance can be assigned with a set of multiple class labels simultaneously. It has a wide variety of real-world applications, like automatic image annotations and gene function analysis. In these applications, the labeling of multilabeled data is extremely expensive and time-consuming and there are abundant unlabeled data available. In this paper, we propose an algorithm called Transductive Multilabel Classification (TRAM), to effectively assign a set of multiple labels to each instance. We estimate the label sets of the unlabeled instances effectively by utilizing the information from both labeled and unlabeled data. The results have been compared with the supervised settings algorithm.

    Other authors
    See publication

Projects

  • 9to5IT

    - Present

    Developing a portal for free lancers by providing software as a service(SAAS) using distributed systems concepts to make the application scalable using microservices architecture with technologies like React, Java Spring Boot, Flask, Node, Mongo.

  • Shopping List: MERN STACK Application

    * A Full stack application with MERN (MongoDB, Express, React, Node.js).
    * Implement Redux for state management ,Reactstrap and React Transitions. Deployed to Heroku.

    See project
  • Chat SPA- MERN STACK with GraphQL API’s

    •Implemented Built a chat Single page Application (SPA) with Node.js server using Express.js, React.js front-end and GraphQL API back-end. The GraphQL web service was an architecture with Apollo Server and Apollo Client v2, and routing was implemented with React Router v4.

  • Restaurant Website

    • Developed a website for Meghana’s foods to show why the restaurant is the best place to get food in Bangalore. The implementation was done using HTML, CSS, JavaScript, Bootstrap, PHP.

  • Books Dealer DataBase

    The project involved creating and maintaining a database for a Books Dealer. Making use of SQL Queries, the admin could extract a wide variety of information of the books available, the borrower of the book and other related information.

  • Course Select: A Course Registration System – The MERN STACK

    -

    1) Designed and developed a course Registration system with seven core features including course add/delete/swap, 2 step login, Chat, Group Chat, Payment and Student reviews using the MERN Stack.
    2) MERN Stack to implement all the required functionality, Redux for state management. Application is live, hosted on heroku.

    See project
  • Micro Services for a Home Automation System

    -

    • Developed a Device Registry Micro Service as a Flash App in python for a Home Automation System, and also a config service to return another service’s config over an HTTP endpoint.

  • Transductive learning based Multiple Label Predictor for Image, Text and Gene Data - Conducted at Indian Institute of Science, Bangalore. (IISC)

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    In this Predictor, we make use of transductive learning.
    • It assumes that all the testing data are available, and the goal is to achieve better performances on these testing data by exploiting the unlabelled testing data in the classification process.
    • In multi-label cases, each instance contains multiple label concepts and the transductive classification task to finding a label set for each unlabelled instance within the space of label sets, i.e., the power set of all labels.

  • D.K. Tours and Travels

    -

    A virtual tours and travels system developed, by using a development environment called Bluej(JAVA), as a part of the academic curriculum. The user could explore all the available tour packages and select the one hich is most appropriate for him and book the package by selecting the dates.

Honors & Awards

  • Business Hackathon

    Manhattan Associates

    My idea on the implementation of Shelf Life of Products for the product "Inventory Optimization" was declared 2nd place, worthy of being investable by the Organization.

  • TestAutothon

    -

    Awarded 5th place in a Automation competition which included 150 teams.

  • Rookie of the Quarter

    Manhattan Associates, Bangalore

    This award is presented to the employee who joined Manhattan Associates in 2016 and consistently exceeds expectations, going above and beyond in order to benefit our customers and our company.

  • Excellence in Academics

    BNM Institute of Technology

    Recieved an award for academic excellence when i topped the department in 7th Semester.

Organizations

  • Council of Supply Chain Management Professionals (CSCMP)

    Student Member

    - Present

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