Shivani Gupta

Experience

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  Department of Sponsorship and Marketing, Council for Student Affairs, BITS-Pilani, Goa Campus(INDIA)

  Aug 2015 - Dec 2016

  Marketing Manager

  Worked with a team of 80+ members to raise money for the annual cultural, technical and sports festival of BITS Goa. As a Marketing Manager, I interacted with people from different companies and marketed the brands that associated with us.

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  Girls Badminton Team, BITS Goa

  May 2016 - May 2017

  Team Captain

  Lead a team of 15 girlsTournaments : Out station - KJ Somaiya College, Mumbai (Runners up) , BITS Pilani , Pilani (Runners up). Annual Sports festival of BITS, Goa - Spree (Runners up)

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  Indian Institute of Science (IISc)

  May 2018 - Jul 2018

  Summer Intern

  Air pollution monitoring system using LPWA (Low Power Wide Area Network) technologies•Worked on developing low-cost IoT WPAN networks in the sub-1GHz range for air-quality monitoring •Field deployment of the 6LowPAN network involving border router, UDP server and a monitoring device•Solved ADC pins connectivity issue of Remote Zolertia, packet drops and collisions by strategic placement •Worked on speech recognition using low powered devices. Implemented Dynamic Time Warping algo

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  Samsung India

  Jul 2018 - Dec 2018

  Intern

  Loop back test app for testing audio engine•Created a Loop back test app for testing Samsung’s Audio Engine for Mission Control Push to Talk project•Used audio record class of android studio and explored Open Sound Library for Embedded Systems •Improved the KPI of the app by including echo canceler and noise suppressor and solved memory leak•Explored HTTP Live Streaming and MP4 file format specifications to make live video call recordings

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  Birla Institute of Technology and Science, Pilani

  Jan 2019 - May 2019

  Teaching Assistant

  TA to Prof. C.K Ramesha for Analog Electronics Course.

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  HSBC

  Jul 2019 - Jul 2021

  Software Engineer

  Worked on a microservices architecture-based application used by RMs to calculate client profitability during onboarding of clients. Leveraged Java 8, RESTful API’s, React.js, Spring boot framework and cutting-edge technologies like ELK, and Jenkins.

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  Omdena

  May 2021 - Jul 2021

  Machine Learning Engineer

  Project - Identifying & Monitoring Human Rights Abuses through NLP Language ModelsBuilt an MVP for identifying and monitoring human rights abuses through NLP Language models using data from twitter and reddit. Achieved a F1 score of 80% for multilabel classification models such as Bert-large-uncased and the Roberta-base based model.

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  JPMorganChase

  Jul 2021 - May 2023

  As part of the Model Risk Governance and Review (MRGR) Ongoing Performance Monitoring team, I was working on the technology platforms that assesses performance of quantitative models used throughout the firm.•Developed and deployed a web-based analytical tool using Python3, JavaScript, and Tornado, serving over 500 users. This tool significantly improved real-time analytics and streamlined data processing for risk assessment models.•Led a team of 15 to deliver four key projects focused on report automation and enhanced dashboard functionalities. Developed APIs to identify and highlight critical insights for senior risk management, improving decision-making processes.•Automated the dispatch of 10,000+ reminder emails annually through a Python-based job, significantly reducing manual tasks and enhancing operational efficiency.•Implemented key performance metrics in a centralized analytics application to identify and address underperforming models. Utilized heat map analysis for effective feature selection, leading to more accurate and robust model performance evaluations. Show less

  • Quantitative Analytics Associate

    Jan 2023 - May 2023

  • Quantitative Analytics Analyst

    Jul 2021 - Jan 2023
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  CMU | Master of Software Engineering

  Jan 2024 - Mar 2024

  Graduate Teaching Assistant

  Course: Software Project Management