SHANKAR PAL

Professional with a robust foundation in data science and analytics, holding an MTech in Industrial and Management Engineering from IIT Kanpur. Completed an internship focused on machine learning, further honing technical skills in deep learning. Comprehensive knowledge in analytics and data science.

• Application of ChatGPT (or any other platform like it) in the field of Finance, especially in sentiment analysis of reports and effect of it on market.
• Statistical Modelling for Business Analytics
• Applied Machine Learning
• Data Mining & Knowledge Discovery
• Probability & Statistics

• Amazon Customers Data Analysis - Developed an NLP based model to classify amazon reviews - Built deep learning NN using Keras which helped to achieve 73.85% specificity on complex text data.
• Credit Default Prediction - Forecast whether a customer will default on their credit card - Applied Naïve Bayes, KNN, Logistic Regression, SVM, and Random Forest models, with hyperparameter tuning., Random Forest model performed best with 87% sensitivity and 82% AUC-ROC.
• Image Classification, CNN - Predicted the emotion of animal in image using the CNN - Designed a CNN architecture with multiple convolutional layers, using libraries OpenCV, NumPy, Keras, and scikit-learn.