Sudalai Rajkumar

Sudalai Rajkumar

AI Innovations

About

Meet SRK @ Sudalai Rajkumar, currently leading AI Innovations at Tiger Analytics, has over 16 years of experience in solving real-world business problems across multiple domains. In his current role, a lot of his work is around building Agentic AI applications. SRK is one of the few Quadruple Kaggle Grandmasters in the world, showcasing his exceptional skills in data science competitions and has won several of them. His expertise in AI / ML and passion for continuous learning make him a standout in the field.

Loop engineering is the shift from you being the person who prompts the agent, to you designing the system that does the prompting instead. In this talk, we dissect the full anatomy of an agent loop: automations that surface work on a schedule, worktrees that enable safe parallel execution, skills that preserve project knowledge across runs, sub-agents that split the maker from the checker, and the persistent memory that holds it all together. And we'll be honest about what the loop still doesn't do for you: verification is still on you, comprehension debt grows faster with good loops, and cognitive surrender is the comfortable trap.

Read More →