Ahmed Baghouli
All work

05 · Multi-agent · Hackathon

Sandy AI Lab

An overnight multi-agent lab assistant — top 5 at Code It Up 6.0.

Year
2026
Role
Full-stack — agents, API, interface
Context
Code It Up 6.0 overnight hackathon · top 5
The Acorn AI chat interface

Ask the lab a question in plain language, typed or spoken. A planner coordinates an inventory agent and a research agent over live data, and a Groq-hosted LLM answers — constrained to the context it is given.

What I built

  1. 01

    Three agents — inventory (minimum stock), research (blocked or delayed projects) and a planner that turns anomalies into a prioritised action list.

  2. 02

    A three-tier data fallback — external REST API, then local PostgreSQL, then a static structure — so the demo kept answering when upstream services failed.

  3. 03

    A streaming chat interface with voice input and spoken replies through the Web Speech API.

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