About

Ayush Kumar is a highly skilled Senior Data Scientist with over 8 years of relevant experience. He is currently employed at IBM as a Senior Data Scientist, where he is responsible for leading the transformation of IBM's business processes using Big Data and Data Science on IBM's Cognitive Enterprise Data Platform. Ayush has managed several data science initiatives, including Workforce 360, IBM Support, Legal, Trust and Compliance, and AMA Survey. He has used NLP models to derive expertise from resumes and proactively source better talent, machine learning to infer skill expertise and benchmark competitors, and ML to classify IBM clients into GOE classes to automate lengthy and manual classification processes. As a Data Scientist Intern at IBM's Global Chief Data Office, Ayush built a cognitive client feedback analyzer using natural language processing techniques such as unsupervised topic modeling, Word2Vec, and Sentiment analysis. He also developed a framework using MapReduce and Multiprocessing to process and apply complex business logic and allow dynamic creation of billions of records in IBM's Cognitive Enterprise Data Platform. Ayush holds a Master of Science (M.S.) degree in Business Analytics and Project Management - Data Science from the University of Connecticut. He possesses a wide range of technical skills, including Data Scientist, Research Scientist, NLP, ML, NLU, AI, Deep Learning, Sentiment Analysis, Word2Vec, MapReduce, Python, NoSQL, Flask, and Web. Ayush is a highly motivated and results-driven individual who is passionate about using data science to solve complex business problems. He is a team player who enjoys collaborating with others to achieve common goals. Ayush is an excellent communicator who can convey complex technical concepts to non-technical stakeholders in a clear and concise manner.