Tools Used: Python, Tkinter, Tesseract, OpenCV, LabelImgBuilding an interactive Tkinter based UI for proof of concept phase of PID digitization. Performing computer vision tasks like object localization, annotation, augmentation using libraries like OpenCV, LabelImg and pytesseract and preparing machine generated canvases for model training and testing.

Tools Used: Python, MySQL, OpenCV Implemented a model for predicting customer churn and helped minimize it with technology-oriented solutions aimed at Customer-Centric Marketing strategies. Understanding the customer behavior through sentiment analysis using RNNs, prioritizing ad-targeting and customer personalization with the help of feedbacks and then recommending relevant products based on customer usage patterns. Improved customer insights with intuitive graphs and data visualization techniques using libraries like seaborn and matplotlib. Assisted with recommending visually similar products to customers using Computer Vision and Content-based approach.

Tools Used: Python, Studio 3T(MongoDB), MySQL Helped design a statistical model quantifying customer’s health score. Performed exploratory data analysis using correlation & regression techniques, visualized data to support the prediction model to predict the expected usage patterns weeks in advance with 80% confidence that helped in better planning for the future. Worked closely with the sales and marketing team to better understand and devise a business directed approach.