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RAG and agentsProduction2025AI Engineer

BearcatGPT Operational Agents

Applied prompt engineering at enterprise scale

Azure AI FoundryPrompt engineeringPandasopenpyxl
Live faculty agents
Multiple
Theme
Compliance bound prompt design

One line summary

A grouped case study covering the operational and academic agents beyond the three Socratic tutors: an ACCT3073 Exam Practice Coach with a mastery threshold and jailbreak protection, Huddlemate live interview coaching, an invoice reconciliation agent for Campus Services Inclusive Access, and a utility bills extraction agent.

Status

Detailed case study is in progress. The summary above and the metadata in the header are accurate. Architecture diagrams, hardest technical challenges, and full results writeups are being authored in the coming days.

What this project covers

A grouped case study covering the operational and academic agents beyond the three Socratic tutors: an ACCT3073 Exam Practice Coach with a mastery threshold and jailbreak protection, Huddlemate live interview coaching, an invoice reconciliation agent for Campus Services Inclusive Access, and a utility bills extraction agent.

Role

AI Engineer.

Stack

  • Azure AI Foundry
  • Prompt engineering
  • Pandas
  • openpyxl

Headline metrics

  • Multiple Live faculty agents
  • Compliance bound prompt design Theme