Ansh Soni

Senior Data Engineer at OZK Labs
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Contact Information
us****@****om
(386) 825-5501
Location
St Petersburg, Florida, United States, US

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Credentials

  • Introduction to Financial Accounting
    Coursera
    Feb, 2019
    - Nov, 2024
  • Microeconomics: The Power of Markets
    Coursera
    Feb, 2019
    - Nov, 2024
  • AWS CERTIFIED Developer Associate
    Amazon Web Services (AWS)
    Jun, 2019
    - Nov, 2024

Experience

    • United States
    • Financial Services
    • 1 - 100 Employee
    • Senior Data Engineer
      • Mar 2022 - Present

    • Data Engineer
      • Nov 2019 - Feb 2022

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Aug 2018 - May 2019

      State of the Region: • Removed manual dependency of 54 Government listed economic indicators by writing automated Python APIS of running scripts following database updates • Utilized data from real-time sources like LinkedIn, Indeed, Twitter, Airbnb, Zillow, and Google Trends to correlate with the economic indicators, thus providing more accessible and reliable statistics • Cleaned and wrangled panel and time data series to visualize the insights on Tableau, while reporting economic… Show more State of the Region: • Removed manual dependency of 54 Government listed economic indicators by writing automated Python APIS of running scripts following database updates • Utilized data from real-time sources like LinkedIn, Indeed, Twitter, Airbnb, Zillow, and Google Trends to correlate with the economic indicators, thus providing more accessible and reliable statistics • Cleaned and wrangled panel and time data series to visualize the insights on Tableau, while reporting economic growth predictions around 20 metropolitan areas at the State of the Region Conference Environment: Python, Scrapy, Tweepy, Airflow, Web Scraping, Stata, ETL, MySQL, Tableau, Excel Show less State of the Region: • Removed manual dependency of 54 Government listed economic indicators by writing automated Python APIS of running scripts following database updates • Utilized data from real-time sources like LinkedIn, Indeed, Twitter, Airbnb, Zillow, and Google Trends to correlate with the economic indicators, thus providing more accessible and reliable statistics • Cleaned and wrangled panel and time data series to visualize the insights on Tableau, while reporting economic… Show more State of the Region: • Removed manual dependency of 54 Government listed economic indicators by writing automated Python APIS of running scripts following database updates • Utilized data from real-time sources like LinkedIn, Indeed, Twitter, Airbnb, Zillow, and Google Trends to correlate with the economic indicators, thus providing more accessible and reliable statistics • Cleaned and wrangled panel and time data series to visualize the insights on Tableau, while reporting economic growth predictions around 20 metropolitan areas at the State of the Region Conference Environment: Python, Scrapy, Tweepy, Airflow, Web Scraping, Stata, ETL, MySQL, Tableau, Excel Show less

    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Database Intern
      • May 2018 - Aug 2018

      • Improved data storage service efficiency by 24% to link a front-end Learning Management System with cloud data warehouses • Implemented solutions to ETL failures and deployed automatic loads using SQL stored procedures and Lambda Triggers • Applied the Agile Scrum methodology for the development of web-based applications in MVC framework for the Florida State Regional Construction and Training Qualification Problem Environment: AWS EC2, RedShift, S3, Lambda, MySQL, ETL, JIRA, MVC… Show more • Improved data storage service efficiency by 24% to link a front-end Learning Management System with cloud data warehouses • Implemented solutions to ETL failures and deployed automatic loads using SQL stored procedures and Lambda Triggers • Applied the Agile Scrum methodology for the development of web-based applications in MVC framework for the Florida State Regional Construction and Training Qualification Problem Environment: AWS EC2, RedShift, S3, Lambda, MySQL, ETL, JIRA, MVC, AJAX, JavaScript Show less • Improved data storage service efficiency by 24% to link a front-end Learning Management System with cloud data warehouses • Implemented solutions to ETL failures and deployed automatic loads using SQL stored procedures and Lambda Triggers • Applied the Agile Scrum methodology for the development of web-based applications in MVC framework for the Florida State Regional Construction and Training Qualification Problem Environment: AWS EC2, RedShift, S3, Lambda, MySQL, ETL, JIRA, MVC… Show more • Improved data storage service efficiency by 24% to link a front-end Learning Management System with cloud data warehouses • Implemented solutions to ETL failures and deployed automatic loads using SQL stored procedures and Lambda Triggers • Applied the Agile Scrum methodology for the development of web-based applications in MVC framework for the Florida State Regional Construction and Training Qualification Problem Environment: AWS EC2, RedShift, S3, Lambda, MySQL, ETL, JIRA, MVC, AJAX, JavaScript Show less

    • United States
    • Higher Education
    • 700 & Above Employee
    • Student Research Assistant
      • Oct 2017 - May 2018

      Misinformation in Social Media: • Generated and established “Misinformation in Social Media”, a project aimed to reduce the ambiguity of announcements from official firms on social media by determining its phase trees and probabilities • Designed and fabricated a web application that uses the JAVA API of the Stanford NLP API to generate the trees, while including a Twitter module to fetch recent user tweets and identify ambiguities • Created and conducted Amazon Mturk experiments to… Show more Misinformation in Social Media: • Generated and established “Misinformation in Social Media”, a project aimed to reduce the ambiguity of announcements from official firms on social media by determining its phase trees and probabilities • Designed and fabricated a web application that uses the JAVA API of the Stanford NLP API to generate the trees, while including a Twitter module to fetch recent user tweets and identify ambiguities • Created and conducted Amazon Mturk experiments to collect real ambiguous tweets that promote web application testing and ambiguous sentence investigation in social media Environment: Java, Stanford NLP, Tweepy, Tomcat server, Amazon Mturk, JavaScript, MySQL Show less Misinformation in Social Media: • Generated and established “Misinformation in Social Media”, a project aimed to reduce the ambiguity of announcements from official firms on social media by determining its phase trees and probabilities • Designed and fabricated a web application that uses the JAVA API of the Stanford NLP API to generate the trees, while including a Twitter module to fetch recent user tweets and identify ambiguities • Created and conducted Amazon Mturk experiments to… Show more Misinformation in Social Media: • Generated and established “Misinformation in Social Media”, a project aimed to reduce the ambiguity of announcements from official firms on social media by determining its phase trees and probabilities • Designed and fabricated a web application that uses the JAVA API of the Stanford NLP API to generate the trees, while including a Twitter module to fetch recent user tweets and identify ambiguities • Created and conducted Amazon Mturk experiments to collect real ambiguous tweets that promote web application testing and ambiguous sentence investigation in social media Environment: Java, Stanford NLP, Tweepy, Tomcat server, Amazon Mturk, JavaScript, MySQL Show less

Education

  • University of South Florida
    Master's degree, Business Analytics and Information Systems
    2017 - 2019
  • CHAROTAR UNIVERSITY OF SCIENCE AND TECHNOLOGY
    Bachelor's degree, Information Technology
    2013 - 2017

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