Sri Surya S. Vaddhiparthy SENIOR DATA ENGINEER

Research Build

Semantic Expert Routing Architecture.

Research-grade architecture work around semantic expert routing, lightweight transformer backbones, teacher-student routing signals, dynamic clustering, and compute-aware specialization. This page records the public portfolio surface while the project writeup is expanded from the repository.

Python Transformers Mixture of Experts Semantic Routing Clustering

Current Status

This is a formal placeholder/detail page for the research project. The current public evidence is the repository and the research-tab summary; the full project narrative will be expanded after repository cleanup and review.