AI Project Case Study Writer

Write a portfolio case study for my project: {{project_description}}. My notes (architecture, decisions, failures, numbers): {{notes}}.

Structure: the problem and constraints; the architecture in plain language with a described diagram; the three decisions I'd defend and the alternatives I rejected; what failed and how I fixed it; evaluation results (use only numbers I provided, mark [ADD NUMBER] where missing); security and cost controls; what I'd do next. Tone: factual, specific and honest, written for a hiring manager. Under 600 words.