Shivajee Didwania

Experience

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  Accenture

  May 2017 - Apr 2019

  Associate Software Engineer

  • Product Architect: Architected and developed a product for a US based telecom company to automate the manual tasks of test engineers which helped reduce the time on manual work by 70% consequently saving $1.2 million annually.• IMEI Integration: Development of customized data pipelines to process the IMEI numbers along with existing MEID for a US telecom company and ensured a seamless integration with the existing software.

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  Xavier Institute of Management

  Jul 2019 - Apr 2020

  Shadow Member at XSYS- the Systems Association of XIMB
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  Tiger Analytics

  Apr 2020 - Jun 2020

  Analytics Consulting Intern

  Received pre-placement offer.• Churn Analysis: Developed a predictive model to identify the reasons for student churn from online courses at one of North America's largest universities with 87 % accuracy. Implemented comprehensive dashboards to discern trends and patterns in student churn, enabling proactive interventions and support measures which reduced the dropout rate by 35% per trimester.• Covid-19 Impact Analysis: Created dashboards to discern the impact of Covid-19 on the transportation and logistics industry. Charted out the KPA, direct and indirect impacts, permanent changes and the recovery factors which facilitated the management a nuanced understanding of opportunities for strategic capitalization Show less

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  Tiger Analytics

  May 2021 - now

  • Scope Analysis for Underwriting Models: Led the analysis to identify the levers of underwriting and come-up with key business rules to improve the scope of clients for the risk prediction models. These rules helped the client increase their scope by 14 %.• Upsell & Cross-sell Marketing Models: Led the development of the analytics engine for a US based Insurance company which helped them identify clients with 84% accuracy to market their products and build campaigns around the customer profile consequently helping them increase their revenue by 12 % on a quarterly basis Show less • Feature Engineering: Conducted exploratory data analysis to derive actionable insights and formulated key features from raw data. Successfully integrated these features into machine learning models, enhancing their predictive capabilities and contributing to informed decision-making• Setting up Data Pipeline: Implemented a robust data pipeline utilizing Hive, SQL, and R to produce model-ready datasets. Automated the entire process, resulting in a 50% reduction in resource requirements by minimizing manual efforts. Extracted data from datahubs and performed transformations to generate datasets optimized for modeling and analysis.• Customer Segmentation and CLTV analysis: Developed a Proof of concept (POC) customer segmentation model for a global Consumer Packaged Goods (CPG) company which helped us get two multi-million-dollar projects from the same client. Implemented the model to precisely target specific customer segments for strategic campaigns, resulting in improved campaign effectiveness and higher conversion rates. Additionally, conducted in-depth Customer Lifetime Value (CLTV) analysis to provide valuable insights into customer behavior and optimize marketing strategies Show less

  • Product Manager

    Feb 2024 - now

  • Program Manager

    Jul 2022 - Feb 2024

  • Senior Business Analyst

    May 2021 - Jul 2022