Telecom systems builder exploring how agentic AI changes software, operations, and security.
For 25 years, I have built systems that rate, charge, and bill networks. Today I build practical agentic systems for enterprise software, telecom operations, and AI security.
I hold 2 granted US patents and have 2 pending patent applications.
- Trust boundaries for agent actions in regulated systems
- Telecom and BSS operating models for agentic AI
- Multi-agent research and decision workflows
- Browser-based operational prototypes
- Public-safe AI skills for better human–AI collaboration
- ATLAS — a deterministic trust boundary for agent actions in regulated systems
- time-travel — multi-agent premortems that pressure-test plans before reality does
- saarthi — research orchestration with a visible quality gate: Scout → Gather → Gate → Polish → Scribe
- concepts — interactive prototypes exploring how agentic AI reshapes enterprise software
- chris-ai-productivity — reusable skills for clearer thinking, sharper critique, and better handoffs
- save-tokens-save-water — practical techniques for lower-token, lower-cost AI sessions