Radhakrishnan Ramachandran

Title: Radhakrishnan Ramachandran: Inventor in Legacy Infrastructure Modernization

Introduction

Radhakrishnan Ramachandran is an inventor based in Manalapan, New Jersey. His work includes a patent for using language models to help modernize and support legacy technology.

Latest Patents

Ramachandran is associated with 1 patent, titled “Core Agent for Generation of Legacy Infrastructure Modernization Intelligence Models.” The invention describes a system for training language models to explain, analyze, support, and generate code for legacy systems.

The system gathers information from legacy-system repositories, logs, and databases. It can also use interface listeners to capture user events, related function calls, and other events occurring at approximately the same time. The collected material is organized into training chunks, filtered according to factors such as the legacy system, programming language, and hardware, and used to train a corresponding data model. The language model’s embedding layer generates vector embeddings for retrieval-augmented generation.

Career Highlights

Ramachandran works at American International Group, Inc. His patent focuses on applying language-model training and retrieval-augmented generation to the challenges of understanding and maintaining legacy infrastructure.

Collaborations

His listed coworkers include Surya Vorganti and Kevin Ben Hicks.

Conclusion

Radhakrishnan Ramachandran’s patent addresses legacy technology modernization by combining system data, event capture, tailored training materials, and language-model embeddings.