Komal Kumawat

Komal kumawat

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  • Timeline

  • About me

    Vice President at JP Morgan |Ex BlackRock| IIT KGP | FRM

  • Education

    • Avm ambabari

      2008 - 2012
      Senior secondary education physics chemistry mathematics 96%
    • Indian institute of technology, kharagpur

      2012 - 2017
      Bachelor of technology - btech civil engineering 8.01
    • Indian institute of technology, kharagpur

      2012 - 2017
      Master of technology - mtech civil engineering 8.01
  • Experience

    • Megalith, iit kharagpur

      Jul 2013 - Jul 2014
      Core team member

      Megalith is the annual fest of the Department of Civil Engineering ,IIT Kharagpur.Part of the Events team and successfully conducted all the events in the fest.

    • Switchme technologies and services

      May 2016 - Jul 2016
      Intern - data analyst

      • Developed model in R to identify target customer groups based on their home loan details, demographic & personal data • Configured Google analytics account to analyse traffic flow and developed A/B testing significance calculator & EMI calculator • Built Marketing Funnel for user behaviour analysis and developed algorithm which gives site’s complete performance details • Refurbished UX of website to make it statistically fraught which led to an increment of 20.6% in sign-up rate within a week Show less

    • Cognizant

      Aug 2017 - Aug 2018
      Associate - data science

      SAS to R migration • Migrated statistical analysis part of an existing SAS-Java based application from SAS to R. Converted around 350 SAS codes into R codes. • Build custom packages in R for SAS inbuilt function (e.g. moving average analysis, quality control chart, control limits, F-Test, T-Test) • Worked on R-Java connectivity, R- oracle connectivity and R as web service in windows.Sales Forecasting and twitter sentiment analysis • Performed feature engineering, used one-hot encoding for creating dummy variables and uni-variate analysis for outlier detection • Implemented Recurrent Neural Network, ARIMA for sales forecasting using marketing, sales, and promotional event data: 87% accuracy • Developed twitter sentiment analysis model to get brand sentiment score and performed geocoding of twitter users on world map.Drug Aid Solution • Implemented Elastic net model to rank drugs and cell lines which are most effective in cancer growth inhibition. • Performed Feature engineering to create features from drug response matrices and used random forest for feature importance scores • Used Cross validation for model assessment and predicted growth inhibition rate for given drug pair and respective concentrations • Implemented HSA, LOEWE, BLISS, and ZIP logics to classify combination of two drugs into synergistic and antagonistic categoryOptical Character Reading and String matching • Automated the process of finding and verifying claims and co dependencies from documents submitted by pharma companies • Performed image processing techniques and Implemented OCR to extract text Stock Portfolio performance analysis • Designed and created Python based UI using Python Tkinter GUI Framework for analysing stock and portfolio level performance • Created interactive graphical visualization for market and stock/portfolio return, Value at Risk (VaR), candlestick chart and Maximum drawdown Show less

    • Blackrock

      Oct 2018 - Jun 2022
      • Associate

        Jan 2022 - Jun 2022
      • Analyst

        Oct 2018 - Dec 2021
    • J.p. morgan

      Jul 2022 - now

      Applied AI/ML

      • Vice President - Applied AI/ML

        Jan 2024 - now
      • Senior Associate - Applied AI/ML

        Jul 2022 - Feb 2024
  • Licenses & Certifications

    • Certified financial risk manager (frm)

      Global association of risk professionals (garp)
      Aug 2023
      View certificate certificate
  • Honors & Awards

    • Awarded to Komal Kumawat
      Silver Medal, Board of Secondary Education Rajasthan - Oct 2011
    • Awarded to Komal Kumawat
      Eklavya Award - Aug 2011 Awarded Eklavya Award by All Indian Student Council for academic excellence in 12th Board Examination 2011.
    • Awarded to Komal Kumawat
      Gargi Award - Aug 2009 Awarded The Gargi Award by Balika Shiksha Foundation for excellence in secondary board examination 2009.
  • Volunteer Experience

    • Volunteer

      Issued by Kshitij, IIT Kharagpur on Nov 2012
      Kshitij, IIT KharagpurAssociated with Komal Kumawat