68 citations · 70 across the 4 of their papers we have counts for
4 papers
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning Models
Aryan Jadon, Avinash Patil, Shashank Kumar
Retrieval-Augmented Generation (RAG) systems face significant performance gaps when applied to technical domains requiring precise information extraction from complex documents. Cu…
On the limits of agency in agent-based models
Ayush Chopra, Shashank Kumar, Nurullah Giray-Kuru +2
Agent-based modeling (ABM) offers powerful insights into complex systems, but its practical utility has been limited by computational constraints and simplistic agent behaviors, es…
Global Message Ordering using Distributed Kafka Clusters
Shashank Kumar, Aryan Jadon, Sachin Sharma
In contemporary distributed systems, logs are produced at an astounding rate, generating terabytes of data within mere seconds. These logs, containing pivotal details like system m…
Leveraging Generative AI Models for Synthetic Data Generation in Healthcare: Balancing Research and Privacy
Aryan Jadon, Shashank Kumar
The widespread adoption of electronic health records and digital healthcare data has created a demand for data-driven insights to enhance patient outcomes, diagnostics, and treatme…