Building Infrastructure for Testing, Securing & Monitoring GenAI Systems
Currently leading AI, Product & Technology at Disseqt AI, where we design scalable infrastructure for:
- AI Testing & Simulation
- LLM Apps' Security & Red Teaming
- Responsible AI Monitoring
- Governance & Policy Enforcement
Background in:
- AI Systems Architecture
- Security & Zero Trust Systems
- Distributed Systems
- Cloud Native Engineering
Infrastructure for testing, simulating, and monitoring GenAI behavior across:
- Safety
- Security
- Governance
- Compliance
- Observability
Mission: Ensure LLM applications behave safely and reliably in production.
- Red Teaming for LLMs
- AI Security & Evaluation
- ML Observability
- Policy Engines
- Kafka / Distributed Data Pipelines
- Kubernetes & Cloud Native Security
- Large-scale Crawling & Automation Systems
- Medium: https://medium.com/@atri_iiita
- AI Security & Responsible AI articles
- Systems Architecture & Production AI
- LinkedIn: https://www.linkedin.com/in/manishatri
- Email: [email protected]
- Disseqt AI: https://disseqt.ai
- Website : https://www.manishatri.com/
- Responsible AI Testing Frameworks
- Hybrid Evaluation Metrics (ML + Rule + Heuristics)
- Real-time LLM Policy Enforcement
- AI Infra optimized for CPUs


