SENIOR ASSOCIATE
WNS Global Services
Jan 2020 - Feb 2022 (2 years 2 months)
• Newsletter Generation Tool (GSK CHRD)
• The tool was built to automate the manual task of filtering through thousands of articles using NLP and ML algos to find the relevant ones and generate a monthly newsletter, reducing production time by over 50 hours every
month.
• Packages (Python) used: spaCy, Scikit-Learn, Regex, Transformers, Selenium,
python-docx, OpenCV
• Foretell.ai (GSK Pricing)
• Built a time series algorithm to produce 2 years of consumption sales forecasts for 700+ GSK products every month. These numbers were later consumed by the pricing team to perform risk analysis.
• Packages (R) used: forecast, dplyr, smooth, imputeTS, AzureStor, tsbox