Ashish Behal
AI / ML Engineer
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IBM Agentic AI Hackathon

Built a multi-agent RAG system using IBM watsonx.ai to help UB Computer Science students navigate coursework, degree requirements, and faculty research — delivering personalized responses across a range of academic queries. Students authenticate with their UB ID and the system instantly knows their degree program, completed courses, GPA, and remaining requirements.

2nd Place Watch Demo

Features

Demo

Architecture

A Master Orchestrator Agent sits at the center, receiving student queries and dispatching requests to four specialized sub-agents. Each sub-agent queries its own knowledge base and returns structured data, which the orchestrator synthesizes into a final personalized response.

Multi-agent system architecture diagram

Team

  • Ashish BehalTeam Member
  • Deven ShahTeam Member
  • Erin HasaniTeam Member
  • Nalin MujooTeam Member
  • Sundar SaranathanMentor · IBM Engineer
Team photo at IBM Hackathon

May 2026