About

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    United States
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About me

Education

Experience

  • 2022 - Present
    UL Solutions Greater

    Data Scientist Intern

    • Created an API service to automate text extraction from PDF files by combining an OCR-based parser, multiple trained NER models as well as rule-based NLP methods
    • Achieved precision of 0.77 to generate specific labels without pre-existing data set for 1500 PDF files using weak supervision by aggregating results of labeling functions, gazetteers-based rules
    • Designed and developed a baseline model to extract different electrical rating attributes from PDF files, with an overall F-1 score of 0.87, recall of 0.94 which reduced human efforts and redundant entries into data lake

  • 2018 - 2021
    SpiceJet Airlines Ltd.

    Revenue Management Analyst

    • Leveraged SQL and Python to extract, collect and process data and generate insights on routes that were purchased and sold out fast. This analysis was used to adjust company pricing for holiday routes and resulted in 2
    pp increase during holiday season
    • Analyzed and visualized booking patterns on various routes using Tableau tracking market trends and competitor pricing that resulted in passenger increase by 7 pp Year/Year during holiday period
    • Liaised with network planning team to devise strategies on entering new markets and exiting non-profitable sectors across India
    • Automated 10+ manual reports using Python reducing effort by 80%, saving 150 hours/week

Skills