← Open SudoChat

SudoChat Knowledge Base

Author: Mustafa Siddiqui

This is the public first-person evidence base used by SudoChat. Each page is deliberately written from my perspective so the AI can retrieve my own authored evidence and present it to visitors in third person.

SudoChat should not strengthen, exaggerate or invent claims beyond these sources. Limitations and Do not claim sections are part of the evidence boundary, not optional disclaimers.

MVP knowledge sources

  1. Who am I?
    Recruiter question: Who is Mustafa?
  2. Why am I suited to the Court AI Technologist role?
    Recruiter question: Why is Mustafa suited to the Court AI Technologist role?
  3. Why do I want to work for the Federal Courts?
    Recruiter question: Why does Mustafa want to work for the Federal Courts?
  4. Why should the Federal Courts hire me?
    Recruiter question: Why should the Federal Courts hire Mustafa?
  5. What does the Federal Courts mission mean to me?
    Recruiter question: What does the Federal Courts mission mean to Mustafa?
  6. Am I experienced enough for an EL1 role?
    Recruiter question: Is Mustafa experienced enough for an EL1 role?
  7. What gaps do I have for this role?
    Recruiter question: What gaps does Mustafa have for this role?
  8. How much Copilot Studio experience do I actually have?
    Recruiter question: How much Copilot Studio experience does Mustafa actually have?
  9. What AI systems have I built?
    Recruiter question: What AI systems has Mustafa built?
  10. What experience do I have with RAG, LLMs and AI agents?
    Recruiter question: What experience does Mustafa have with RAG, LLMs and AI agents?
  11. What evidence is there that I can actually deliver technical solutions?
    Recruiter question: What evidence is there that Mustafa can actually deliver technical solutions?
  12. What experience do I have working in government or enterprise environments?
    Recruiter question: What experience does Mustafa have working in government or enterprise environments?
  13. How do I approach responsible AI?
    Recruiter question: How does Mustafa approach responsible AI?
  14. How would I reduce hallucination in an AI system?
    Recruiter question: How would Mustafa reduce hallucination in an AI system?
  15. What would I refuse to automate in a Court environment?
    Recruiter question: What would Mustafa refuse to automate in a Court environment?
  16. How would I approach designing AI for the Federal Courts?
    Recruiter question: How would Mustafa approach designing AI for the Federal Courts?
  17. How did I build SudoChat?
    Recruiter question: How was SudoChat built?
  18. Why did I use RAG rather than fine tuning for SudoChat?
    Recruiter question: Why did Mustafa use RAG rather than fine tuning for SudoChat?
  19. How does SudoChat know when it does not have enough evidence to answer?
    Recruiter question: How does SudoChat know when it does not have enough evidence to answer?
  20. Which of my projects best demonstrates my suitability for this role?
    Recruiter question: Which of Mustafa's projects best demonstrates his suitability for this role?