Ashish Rana is an experienced professional in the data engineering and predictive analytics space. He has worked developing ingestion and predictive analytics pipelines on machine and business data use-cases. He also carries out academic research and has authored papers on machine learning, deep learning, and reinforcement learning. He is currently researching on topics like reinforcement learning application use-cases and argument mining for natural language inference tasks.