About
I’m Venkata Rami Reddy Kallu — a Senior AI Engineer working on production-grade Generative AI systems with a focus on safety, governance, and privacy-preserving ML.
My work sits at the boundary of engineering and applied research, where real-world constraints require enforceable guarantees rather than best-effort prompting.
What I work on
- Safe tool-using LLM systems (policy gating, schema enforcement, typed outputs)
- Evidence-backed summarization and audit-friendly traces
- Privacy-preserving synthetic media detection (audio)
Highlights
- PolicyGraph (MCP runtime safety): https://github.com/ramsred/policygraph-mcp
- Filed systems patent: Privacy-preserving synthetic voice detection (speaker identity leakage minimization)
- Email: venkataramireddy534@gmail.com
- GitHub: https://github.com/ramsred