Praneeth Reddy Tekula

Increasing numbers of teachers report experiencing stress and burnout in their jobs. Many are even considering leaving the profession, especially those with more experience in the classroom. One of the leading causes, according to a 2024 RAND Corporation study, is the amount of administrative work that pulls educators away from teaching.

Introduction Data pipelines are essential for modern data-driven companies to gain critical business insights. However, data pipelines commonly fail when new files or datasets from data sources do not conform to the expected schema, leading to downstream job failures, workflow breakdowns, and delayed insights. Additionally, fluctuating data volumes, from a few gigabytes to multiple terabytes, can significantly impact the efficiency and reliability of these pipelines.