Dr. Darshan Ingle

Dr. Darshan Ingle is a highly respected Principal Consultant and global corporate instructor with over 15 years of experience in Python-driven data science, machine learning, deep learning, and enterprise-scale AI systems. He has helped Fortune 500 organizations translate complex data and AI challenges into scalable, production-ready solutions across analytics, automation, and intelligent decision-making. He brings deep expertise in Python, PySpark, Spark SQL, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, and Generative AI, and has led large-scale transformations on the Databricks Lakehouse Platform. His work spans end-to-end AI pipelines—from data engineering and feature engineering to model training, evaluation, deployment, and monitoring using MLflow and distributed ML frameworks. Dr. Ingle has delivered 12 comprehensive Databricks training programs for FedEx and trained 900+ professionals at Citibank on SAS-to-PySpark migration, enabling teams to modernize ETL pipelines, optimize Spark workloads, and operationalize machine learning models at scale. His programs emphasize real-world engineering rigor, performance tuning, and production best practices rather than academic-only implementations.