Kunal Kabra

Bengaluru, Karnataka, India Contact Info
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• Passionate entrepreneur pioneering the future with innovative tech…

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Experience & Education

  • Kustodian.life

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Volunteer Experience

  • Lakshya-Changing Lives Graphic

    Co-Founder and President

    Lakshya-Changing Lives

    - Present 14 years 11 months

    Education

    • No Operation costs comes from Donations. All operation costs are borne by the board members and membership fees
    • Currently fully operational in Bangalore and Hyderabad
    • Support extended to more then 700+ kids over a period of 7 years
    • Around 250+ Volunteers have been part of our life changing events
    • More than 60% of all volunteers are Women
    • Conducted one of the Largest Eye Donation Camps in Bangalore, ever. (500+ pledges in a day)
    • Around 2lac Rs. raised and…

    • No Operation costs comes from Donations. All operation costs are borne by the board members and membership fees
    • Currently fully operational in Bangalore and Hyderabad
    • Support extended to more then 700+ kids over a period of 7 years
    • Around 250+ Volunteers have been part of our life changing events
    • More than 60% of all volunteers are Women
    • Conducted one of the Largest Eye Donation Camps in Bangalore, ever. (500+ pledges in a day)
    • Around 2lac Rs. raised and contributed towards Nepal relief and rehabilitation with tie-ups with Lion’s Club Poona and Nepalese NGO Sano Paila
    • Developed successful event partnerships with Ebay, IBM, HCL, L&T, KPIT, Mount Carmel College, Forum Mall, Bangalore Central Mall and many more
    • 2800+ likes on FB, presence on Twitter, LinkedIn and Instagram

Publications

  • Predictive Modeling of Customer Repayment for Sustainable Pay-As-You-Go Solar Power in Rural India

    Bloomberg Data For Good Exchange

    In this paper, we describe a data science project analyzing the repayment behavior of customers of pay-as-you-go (PAYG) solar power systems in Indian villages that experience severe cuts in grid
    power. The innovative PAYG paradigm allows people that cannot afford the capital expense of a solar panel at any one time to finance their acquisition with a small down payment and affordable
    ‘recharge’ payments. In particular, we examine data of our Customers from Simpa Networks and develop a…

    In this paper, we describe a data science project analyzing the repayment behavior of customers of pay-as-you-go (PAYG) solar power systems in Indian villages that experience severe cuts in grid
    power. The innovative PAYG paradigm allows people that cannot afford the capital expense of a solar panel at any one time to finance their acquisition with a small down payment and affordable
    ‘recharge’ payments. In particular, we examine data of our Customers from Simpa Networks and develop a logistic regression model to predict the risk of a customer failing to make recharge payments until the system is fully paid for. This prediction is to be made at the point in time when a person applies to be part of the program using attributes solicited on an application form. The task is made difficult because repayments take place over two to three years and the sample size of customers with that much history is small, because application form data is noisy, incomplete and contains many free text fields, and because the customer population characteristics are changing over time. Nevertheless, we are able to obtain classification performance results with the promise for business impact.

    Other authors
    See publication

Projects

  • O’Neil Trading Engine (OTE)

    -

    Creating the framework that empowers our algorithm developers to write strategies effectively, while simultaneously allowing them to backtest and make enhancements using the comprehensive real time data reports

  • Strategy Conversions

    -

    Converting some of the old strategies written as SQL procedures or as R Script into Python using the OTE framework

  • Broker Integrations

    -

    Creating multiple broker integration projects that would interact with brokers such as Edelweiss and Zerodha. These projects link OTE, ATP and the brokers by allowing the algos to place trades and provide ATP systems with essential data

  • Algo Trading Platform (ATP)

    -

    Creating the platform for our algorithm developers to compare and analyze the performance of their strategies in live environment

  • ETL, Reporting and Data Analytics

    -

    Data analytics and reporting are the fuel that runs Simpa. Our solar home systems at remote rural locations across Uttar Pradesh haven't yet found a two-way communication method and hence customer interaction and revenue-related reporting becomes the life line that keeps Simpa in sync with the on-field reality at customer location.

    My Role:
    • Did the complete project execution planning alongwith future scalability forethought
    • Did extensive R&D on best opensource tools available…

    Data analytics and reporting are the fuel that runs Simpa. Our solar home systems at remote rural locations across Uttar Pradesh haven't yet found a two-way communication method and hence customer interaction and revenue-related reporting becomes the life line that keeps Simpa in sync with the on-field reality at customer location.

    My Role:
    • Did the complete project execution planning alongwith future scalability forethought
    • Did extensive R&D on best opensource tools available while doing hands-on self learning exercise
    • Closely worked with our finance analyst and CFO, making sure all the manual data processing and computations get automated in phase 1
    • Solely developed all the Talend ETL jobs that do all the cleaning and data crunching to reveal business critical insights
    • Deployed these jobs on servers to ensure reports are refreshed twice a day
    • Moulded opensource tool Saiku by Pentaho to make the extraction of any kind of report on this data points effortlessly available
    • Regular updation of the Jobs and the reporting tool to incorporate new data points, computations and our rapidly evolving business model

    Technologies : MySQL, Talend, Saiku by Pentaho, Cronjobs, Python, Java, GIT

    Other creators
  • Revenue Management System (RMS)

    -

    Revenue Management Software or RMS is Simpa's backbone, managing all customer transactions, critical customer data and computations, ensuring sustainability for Simpa in providing Solar home solutions to our energy poor customers in Rural Uttar Pradesh.

    Other creators
  • Predictive Modeling of Customer Repayment for Sustainable Pay-As-You-Go Solar Power in Rural India (Presented at Bloomberg Data For Good Exchange, 2015)

    -

    In this paper, we describe a data science project analyzing the repayment behavior of customers of pay-as-you-go (PAYG) solar power systems in Indian villages that experience severe cuts in grid power. The innovative PAYG paradigm allows people that cannot afford the capital expense of a solar panel at any one time to finance their acquisition with a small down payment and affordable ‘recharge’ payments. In particular, we examine data from our customers at Simpa Networks and develop a logistic…

    In this paper, we describe a data science project analyzing the repayment behavior of customers of pay-as-you-go (PAYG) solar power systems in Indian villages that experience severe cuts in grid power. The innovative PAYG paradigm allows people that cannot afford the capital expense of a solar panel at any one time to finance their acquisition with a small down payment and affordable ‘recharge’ payments. In particular, we examine data from our customers at Simpa Networks and develop a logistic regression model to predict the risk of a customer failing to make recharge payments until the system is fully paid for. This prediction is to be made at the point in time when a person applies to be part of the program using attributes solicited on an application form. The task is made difficult because repayments take place over two to three years and the sample size of customers with that much history is small, because application form data is noisy, incomplete and contains many free text fields, and because the customer population characteristics are changing over time. Nevertheless, we are able to obtain classification performance results with the promise for business impact.

    Other creators
    See project
  • Digital Customer Application Form (DCAF)

    -

    Digital Customer Application Form or DCAF is an application built on Scala using Playframework. Simpa provides Financing to energy poor rural customers who otherwise have negligible credit rating. In order to make it a viable business model Simpa needs to undertake judicious crediting appraisal which needs capturing and digitization of a lot of customer related Data. DCAF not just supports efficient and clean capturing of data but also regulates enforcement of credit appraisal workflow.

    Other creators
  • My Support

    -

    Every year new members join the support team, new applications are launched and new issues arise. Tracking these issues and ensuring consistent and synchronized solutions was a challenge for the support team. My Support application provides step-by-step solutions to the top 5 frequent issues for each of the 80 applications the support team handles.

    My Role:
    • Designed the user interface screens for the application
    • Developed the UI using Groovy on Grails
    • Responsible for any…

    Every year new members join the support team, new applications are launched and new issues arise. Tracking these issues and ensuring consistent and synchronized solutions was a challenge for the support team. My Support application provides step-by-step solutions to the top 5 frequent issues for each of the 80 applications the support team handles.

    My Role:
    • Designed the user interface screens for the application
    • Developed the UI using Groovy on Grails
    • Responsible for any interaction with the user including gathering requirements, demonstrating the application, implementing suggestions and feedback etc
    • Conducting daily stand-ups with the team
    • Point of contact between user and the rest of the team

    Personal achievements:
    • In the absence of a senior member in the team, I handled the role of Team Lead, ensuring all promised delivery dates were met

    Other creators
  • Audit Recertification Automation (Recertifier)

    -

    The Recertifier automates the process of recertification for access to applications, databases, software for the whole India IT Team. The previous recertification process was a manual process consuming a lot of time and effort of managers and the Access Management team as well as the pan India IT Team.

    This project would automate the entire process of recertification reducing the time taken previously (2400 man hours) to a mere 2 hours. It also improves the tracking process and ensures…

    The Recertifier automates the process of recertification for access to applications, databases, software for the whole India IT Team. The previous recertification process was a manual process consuming a lot of time and effort of managers and the Access Management team as well as the pan India IT Team.

    This project would automate the entire process of recertification reducing the time taken previously (2400 man hours) to a mere 2 hours. It also improves the tracking process and ensures that each manager receives one notification email instead of 80+ emails he/she would receive earlier.

    My Role:
    • Interacted with the user (Access Management Team) to gather requirements
    • Documented end-to-end User requirements for the application
    • Designed and developed the application to be used by the Access Management Team using APEX and JavaScript
    • Worked extensively on scripting SQL and PL/SQL procedures for data retrieval
    • Designed a logo for the application

    Technologies: APEX, SQL, PL/SQL, Photoshop.

    Other creators
  • Lakshyachanginglives.org

    -

    Lakshya is a registered NGO dedicated to helping the needy orphans. The website portrays activities of the organization, and is used by the organization members when presenting at various corporate companies, as well as to generate interest among volunteers and donors.

    My Role:
    • Headed the team of 4 volunteers that designed and developed the website
    • Designed the user interface with multiple screens
    • Photographed and edited all the photos on the website
    • Designed the…

    Lakshya is a registered NGO dedicated to helping the needy orphans. The website portrays activities of the organization, and is used by the organization members when presenting at various corporate companies, as well as to generate interest among volunteers and donors.

    My Role:
    • Headed the team of 4 volunteers that designed and developed the website
    • Designed the user interface with multiple screens
    • Photographed and edited all the photos on the website
    • Designed the Logo

    Technologies: HTML, Javascript, Photoshop

    Other creators
    See project
  • Data Editor

    -

    Data-Editor is an Apollo plug-in, through which a user with appropriate access can read, write, update and delete specific data from table.

    My Role:
    • Upgraded the architecture from Maven 2 to Maven 3
    • Created reusable code for applications using shared libraries
    • Worked on enhancements to improve performance and automate the application
    • Refactored existing code to improve performance by changing the transaction methodology to Hibernate
    • Improved usability of the…

    Data-Editor is an Apollo plug-in, through which a user with appropriate access can read, write, update and delete specific data from table.

    My Role:
    • Upgraded the architecture from Maven 2 to Maven 3
    • Created reusable code for applications using shared libraries
    • Worked on enhancements to improve performance and automate the application
    • Refactored existing code to improve performance by changing the transaction methodology to Hibernate
    • Improved usability of the application
    • Helped create a more stable, auditable and efficient application

    Personal Achievements:
    • Learnt the application which was built over 8 years in a short span of time with limited help from mentors and domain experts
    • Fixed several defects which were causing the build to fail and produced a green build in less than 2 months

    Technologies: Java, Maven, Hibernate

  • Utsavicecream.com

    -

    Utsav Icecream is an ice cream manufacturing and retail based out of Baroda, Gujarat.

    My Role:
    • Designed the User Interface
    • Worked on end-to-end development of the entire website
    • Designed the logo
    • Created 2 Flash Videos
    • Edited all the photos
    • Responsible for upgrading and managing the website after deployment

    Technologies: HTML, PHP, Flash, Photoshop

    Other creators
    See project

Languages

  • English

    Full professional proficiency

  • Hindi

    Native or bilingual proficiency

  • Gujarati

    Native or bilingual proficiency

  • Marwari

    Native or bilingual proficiency

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