Sofia Saini
Data Scientist @Independent Consultant
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WORK HISTORY
Data Scientist @Independent Consultant
Designed and implemented business critical ETL automation processes and transformed complex datasets.• Performed Cohort analysis to understand customer trends and used sophisticated machine learning algorithms such as k-means to develop customer clusters based on purchasing behavior.• Identified and defined KPIs using Python to anticipate customer needs. Identified the different trends in customer behavior using exploratory data analysis and performed A/B experiments.• Developed a monitoring process using python and tableau to visualize and communicate the promotion performance.• Automated the process of extracting data from sales receipts using pytesseract, regex, and CV2.• Extracted data from 8 disparate sources and created a centralized system which increased agility and accuracy of the data.
EDUCATION
Kurukshetra University, Kurukshetra
B.Tech.
Indian Institute of Technology, Roorkee
Master of Business Administration (M.B.A.)
SKILLS
ABOUT SOFIA SAINI
Data Science professional with 6+ years of in-depth experience in executing complete life…
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