audit.md

Requirements Audit

• 1. Build and Deploy ML Models with FastAPI
  • src/api/main.py exists and works.
  • Models upgraded to Ensembles.
• 2. Implement CI/CD Pipeline
  • .github/workflows/ci.yml (Tests)
  • .github/workflows/deploy_to_hf.yml (Deployment)
• 3. Orchestrate ML Workflows Using Prefect
  • src/orchestration/flow.py exists.
• 4. Implement Automated Testing
  • tests/ folder + Deepchecks integration.
• 5. Containerize the Entire System
  • docker/Dockerfile updated for Streamlit + Models.
  • Hugging Face "Docker Blank" setup.
• 6. ML Experimentation & Observations
  • docs/project_report.md covers this.
  • New streamlit_app.py has "Market Analysis" (Clustering/PCA).

Status: COMPLETE 100%