About

Harika Munnaluri is a Data Science professional with over 9 years of experience in the industry. She has worked with a variety of domains including Banking, Insurance, Telecom, FMCG, and Property. Harika is passionate about using advanced analytics to solve complex business problems. She has experience in setting up and building Data Science teams. Harika is skilled in various software and tools such as R, Python, SQL, PySpark, and Snowflake. She has extensive knowledge of advanced machine learning techniques like Decision Trees, XGBoost, KNN, Clustering techniques, Time series forecasting, Deep Learning, NLP, and Image recognition. Currently, Harika is working as a Senior Data Science Manager at Salesforce. Prior to this, she worked as a Data Scientist at Datarobot and as a Senior Data Science Manager at American Express. At American Express, she built and led a team of Data Scientists responsible for machine learning models that feed into the Credit Limit Assignment strategy. She also led the end-to-end development of Next Generation Credit Limit Assignment models for the International portfolio, with a PTI of $30M USD in 2 years. Harika holds a Bachelor's degree in Mechanical Engineering from the Indian Institute of Technology, Kharagpur. Her tech stack includes Data Scientist, SQL, XGBoost, Snowflake, ML, Deep Learning, NLP, Python, and Research Scientist. With 9.62 years of relevant experience, Harika is an accomplished Data Science professional with a proven track record of delivering results.