Yash Karle is a Senior Data Scientist at CarTrawler in Dublin, Ireland, with six years of experience building and deploying machine learning and AI systems in production. He specialises in agentic AI architectures, compound engineering workflows, and operationalising ML models at scale. Yash has led data science initiatives spanning revenue optimisation, real-time decision systems, and most recently the design and deployment of multi-step agent pipelines and compound engineering systems. He is also an active writer on AI and data science topics at yashkarl.substack.com.