I’m Ankit.

I work at the intersection of data, AI and decision-making. Professionally, I am a Principal Data Engineer with nearly two decades of experience building data and AI systems that drive real-world business outcomes. My career spans roles across data engineering, analytics, machine learning, and modern data platforms, working with global organizations including SITA and Genpact.

I am a Kaggle Competitions Expert and a regular speaker at industry conferences such as PyData and Kaggle Days, where I share practical insights on applied machine learning and data systems. My work focuses on bridging the gap between technical capabilities and business impact—helping organizations design systems that turn data into better decisions.

I am also the creator of Quantvesting, a data-driven investing framework built around structured thinking, disciplined systems and continuous learning.

Through my writing, I try to help data professionals, product leaders and decision-makers move beyond tools and models to build systems that improve decisions and outcomes.