AI Engineer @ Visionet Systems · Ex Co-Founder @ Quanta · Bengaluru, India
I build production-grade agentic AI systems — autonomous agents that reason, plan, use tools, and recover from failure at enterprise scale.
Currently at Visionet Systems, I orchestrate 50+ concurrent autonomous agents via a production MCP client, cutting end-to-end workflow latency by 35%. Before that, I co-founded Quanta and shipped 6 AI products across healthcare and enterprise.
- 🤖 Agentic Systems — multi-agent orchestration, MCP, A2A protocols, tool calling, adaptive planning
- 🧠 RAG & Memory — layered memory architectures, context compression, vector retrieval pipelines
- 🔍 LLMOps & Observability — LangSmith, Langfuse, Prometheus, Grafana, Ragas, Azure Purview
- 🔐 AI Governance — RBAC, audit logging, safety guardrails, human-in-the-loop systems
- ☁️ Cloud & Infra — AWS, Azure, GCP, Docker, CI/CD, MLflow
| Domain | Tools |
|---|---|
| Agentic Frameworks | LangGraph · Strands · ADK · Azure Foundry · Bedrock · Vertex AI · MCP · A2A |
| LLM & Reasoning | LangChain · LlamaIndex · OpenAI · Anthropic · Gemini · HuggingFace · Fine-tuning |
| Retrieval & Memory | Pinecone · Weaviate · pgvector · Redis · Context Compression |
| Observability | LangSmith · Langfuse · Prometheus · Grafana · Ragas · Azure Purview |
| Infra & MLOps | Docker · MLflow · GitHub Actions · AWS / Azure / GCP · CI/CD |
| Languages | Python · TypeScript · JavaScript · Node.js |
OpenDesk — Governed enterprise agentic automation platform. Multi-agent workflows across HR, IT, and operations with RBAC, audit logging, and safety guardrails. (Pre-production)
AgentVerse — Extensible multi-agent orchestration framework supporting 20+ specialized agents with dynamic tool discovery and layered memory. Achieved 28% latency reduction via retrieval caching and context compression.
Zeeno — AI-driven healthcare intelligence platform. Disease detection, clinical decision support, medical report analysis, and patient journey automation. 🏆 Winner — VisionTech Fest National Hackathon 2024
- Production agentic platforms with enterprise governance and reliability
- Multi-agent reasoning systems with self-correction and failure recovery
- Scalable RAG pipelines with adaptive memory and context management

