About

Aditya Nagori is a highly experienced Data Scientist with 8.87 years of experience in the field. He is currently working at Amazon as a Data Scientist for Alexa Shopping, where he has successfully deployed a real-time machine learning model to identify the probability of an item being ordered as a gift by a customer. Aditya has also designed and conducted AB testing experiments prior to a full-blown launch, solving multiple business use cases to enhance customer experience. He is currently working on a classification model to identify what would happen with a shopping request made by a customer through Alexa. Prior to joining Amazon, Aditya worked as a Research Analyst for Everest Group where he formulated pricing strategies for multiple Fortune 500 enterprises across their IT services vertical based on deal environment. He developed machine learning models to find per hour rates IT providers should charge for resources, enabling savings of ~$3Mn dollars in a project by suggesting changes in the rate card and delivery metrics. Aditya also analyzed customer churn for a major telecom company using classification techniques such as Logistic, SVM, KNN, NB, and gave actionable recommendations reducing customer churn by ~3%. Aditya has also worked as a Business Analytics Associate for ZS Associates, where he created end-to-end ML pipeline by regressing primary market research physician data on secondary prescription data from IMS exponent to find drivers of market share. He also identified characteristics of physicians’ segments using supervised and unsupervised clustering using K-means and Random Forest. Aditya has also identified adverse event entities from physician’s open-ended responses using NLP techniques such as Tf-idf, n-grams, Word embeddings, reducing the man hours to go through hundreds of scripts manually by ~90%. Aditya holds a Master's degree in Business Analytics and Project Management from the University of Connecticut and a Bachelor of Technology in Electrical and Electronics Engineering from IIT Indore. He is skilled in Research Scientist, Data Scientist, ML, SQL, SVM, test, NLP, ETL, AWS, Random Forest, and Big Data. Aditya is a highly motivated and results-driven individual who is passionate about solving complex business problems using data-driven approaches.