Over 25 years of experience in business strategy, data science and financial management. Experienced in the areas of data science & machine learning, computer vision, natural language processing, IT/software engineering, business/finance management, pricing strategy, sales operations, and various multi-billion dollar business transformation initiatives. Key skills include – Predictive analytics using state of the art machine learning and deep learning algorithms, business analytics, financial modeling, project management (PMP certification).Have extensive knowledge of using supervised and unsupervised machine learning algorithms such as linear and logistic regression, decision tree, random forest, bagging & boosting, SVM, KNN, clustering algorithms such as K-means, deep neural networks such as convolutional neural networks (CNN), NLP algorithms using RNN, LSTM, Transformer, BERT. Specialties: Econometrics, sales & pricing analytics, image and text processing, end-to-end advanced analytics and reporting/BI solutions to make informed data-driven decisions.Technical skills: MS Office Stack, SQL, Python, Pandas/Numpy, Seaborn, PyTorch, Spark, TensorFlow, Keras, Azure/AWS ML