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Janhavi Tikam

Janhavi Tikam

Data Analyst

Followers of Janhavi Tikam377 followers
location of Janhavi TikamJersey City, New Jersey, United States

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  • Timeline

  • About me

    Experienced Data Analyst | MS Information Systems | BE Computer Engineering | Healthcare | Financial Services | Insurance

  • Education

    • Stevens Institute of Technology

      2021 - 2022
      Master's degree Management Information Systems, General 4.0

      o Worked on summarization and implementation of NLP algorithms to perform sentiment analysis on phone reviews.o Done sentiment analysis of user reviews on products using PySpark (Deep Learning,TensorFlow).o Implementation of Salon data on MongoDB and AWS Platforms (Redshift, RDS, EC2 and S3).o Analyzing the OTT Platform for launching a new movie through statistical modeling and ML.

    • University of Mumbai

      2010 - 2014
      Bachelor's degree Computer Engineering 3.94

      o Worked on a web development project named Online Bookkeeping system which provided a friendly interface for users to search and purchase books online.o Implemented a Voice-Controlled Desktop System to execute a speaker and speech recognition facility to control computers to complement and complete a touch-based computing experience.

  • Experience

    • Bank of America

      Aug 2017 - Dec 2020
      Data Analyst

      o Utilized complex SQL queries for data extraction, transformation, and loading (ETL) processes, optimizing database performance and reducing query response time by 20%.o Developed and deployed machine learning models using scikit-learn and TensorFlow, achieving a 18% reduction in loan default rates through predictive analytics.o Created interactive cohort analysis report in Tableau Server for the product team with global filters and parameters that helped improve monthly retention by 17% for a specific target.o Built out the data and reporting infrastructure from the ground up using Tableau and SQL to provide real-time insights into the product and business KPIs. Show less

  • Licenses & Certifications

    • Amazon Web Services Big Data Specialty

      Amazon
      May 2021

    • Introduction to Programming Using Python

      DataCamp
      May 2021