Experience

Put It Forward

• Software Development
• 1 - 100 Employee

• Data Scientist

  • Nov 2018 - Present

  • Developed an ad click prediction model using ensemble regression methods to accurately predict prospective customers. • Built an interactive website using bokeh and python for advanced analytics and predictive modeling. • Created a User and Item-based Collaborative Filtering technique for a recommendation engine based on survey data. • Used Natural Language Processing for trend analysis and context-based sentiment analysis on survey data. • Developed and deployed an automated model to perform ETL, feature selection and trend analysis on financial data.



Indiana University Bloomington

• United States
• Higher Education
• 700 & Above Employee

• Teaching Assistant

  • Jan 2018 - May 2018

  Taught web scrapping and instructed undergraduate students on the course Performance Analytics ( INFO I369). Assisted students on assignments and project for building sports analytics model. Taught web scrapping and instructed undergraduate students on the course Performance Analytics ( INFO I369). Assisted students on assignments and project for building sports analytics model.



Fight Analytics LLC

• Data Science Intern

  • May 2017 - Aug 2017

  • Scraped data from multiple MMA association websites using Python and built a unified database. • Used advanced regression techniques like Lasso and Ridge and ensemble methods like Random Forest and Gradient Boosted Trees for predictive analysis of future fights. • Build web based visualizations, using Shiny in R, for showing trends in data. • Scraped data from multiple MMA association websites using Python and built a unified database. • Used advanced regression techniques like Lasso and Ridge and ensemble methods like Random Forest and Gradient Boosted Trees for predictive analysis of future fights. • Build web based visualizations, using Shiny in R, for showing trends in data.



AIG

• Egypt
• Oil and Gas
• 1 - 100 Employee

• Programmer Analyst Associate - Python Developer

  • Jul 2014 - Jul 2016

  -> Received Certificate of Appreciation by Heather Wilson, AIG Chief Data Officer. -> Knowledge Management Champion Role • Designed Data Extraction and Trend Analysis framework for Operations Dashboard Project, Data Science AIG • Developed code for natural language processing using sentiment analysis for text analytics project, Data Analytics AIG • Code re-factorization for Anti-Fraud Model and created wrapper code for science models. • Designed a framework to extract FAQs of any website using web crawling and web scraping. • Developed Disaster Notification and Customer Relationship web apps for Japan and Ireland Code- a-thon, respectively.



Telcon

• Telecommunications
• 1 - 100 Employee

• Summer Internship

  • Jun 2012 - Jul 2012

  Lotus Notes Application Development Lotus Notes Application Development