Achieve
ments.

Hackathon
Winner.

AWS AI JAM Hackathon 2024

Recognized for pioneering Directional LLMs, a novel AI framework that guides Large Language Models using structured reasoning signals and contextual intelligence. The directional guidance can range from a simple classification label to multi-threshold categorical signals generated by machine learning models, enabling the LLM to reason within a targeted decision space rather than relying solely on generic prompting. The solution demonstrated significant improvements in healthcare decision-support workflows and was awarded for its innovation, research contribution, and real-world applicability in high-stakes AI systems.