Shreya Rajpal
Founder & CEO, Guardrails AI | Reliable LLM Execution & Validation Pioneer
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Shreya Rajpal. Every entry undergoes editorial source verification.
Guardrails Hub: Community Validation Registry for Enterprise AI Integrity
A community-driven package ecosystem created by Guardrails AI providing modular, composable validators for LLM inputs and outputs, covering PII masking, toxic content filtration, regex conformity, and deterministic schema enforcement.
Validation latency adds sequential overhead to streaming responses; regex and semantic checks require tuning to balance precision and recall.
Guardrails: Adding Guardrails to Large Language Models with Structured Validation
An open-source specification language (RAIL) and runtime engine enforcing structure, type, and semantic quality constraints on LLM outputs with automated corrective re-asking loops.
Corrective re-asking loops introduce additional inference latency and token overhead on malformed generations.