Sayon Manna

I've built Limbi, an omni-agent orchestration platform coordinating 90+ specialized AI agents across engineering, DevOps, security, and business domains. I integrated nine LLM provider modes behind a provider-neutral orchestrator and made it accessible through a CLI, Python API, and MCP server.

I also built ORCA, an image intelligence dashboard with 30+ visual analysis features, including pattern clustering, recursive deep search, anomaly scoring, and a human-in-the-loop review queue. It supports JSON, CSV, YOLO, and COCO exports and uses a domain baseline model for novelty scoring and candidate ranking.

My local knowledge chatbot keeps sensitive data on-device with zero external API calls, indexes 500+ documents in a local vector database, and runs through Docker Compose. In a sales forecasting pipeline, I reduced manual evaluation effort by 91.7% by comparing six regression and tree-based models.

As a Data Analyst Intern at Bluestock Fintech, I analyzed mutual-fund and financial datasets, created reports and dashboards with SQL and Excel, and turned raw data into actionable stakeholder summaries. I'm pursuing a B.Tech in Artificial Intelligence and Machine Learning at Jain (Deemed-to-be University).