AI Agent Systems Builder | Backend & Distributed Systems Engineer | Robotics & Intelligent Automation Enthusiast
- 🔭 I’m currently building AI agent systems, automation pipelines, and distributed backend platforms
- 🌱 I’m focused on LLM-powered agent architectures, orchestration systems, and scalable backend design
- 👯 I’m looking to collaborate on multi-agent systems, AI-native applications, and intelligent automation frameworks
- 🤝 I’m interested in building experimental systems with strong engineering communities
- 💬 Ask me about backend systems, distributed architecture, or building production AI agents
- 📫 Reach me: avineeshsathyakumar@gmail.com
- ⚡ Fun fact: Intelligence emerges when simple systems coordinate at scale
Cleo is an AI-powered incident triage platform designed to reduce developer overload by automatically classifying, prioritizing, and responding to incoming system issues.
- Email ingestion via Mail APIs
- Data cleaning and normalization layer
- RAG-based knowledge retrieval from Confluence
- Multi-agent LLM system for classification & summarization
- Prioritization engine for severity ranking
- Daily batch summary outputs
- Specialized agents (not monolithic models)
- Single-responsibility design per agent
- Shared structured memory context
- Retrieval-augmented decision making
- Reduce developer noise
- Improve incident resolution time
- Enable proactive triage systems
