Mitibar //free\\ Jun 2026

I’ve written it as a (Markdown‑friendly) for the Mitibar platform, assuming Mitibar is a modern “smart bar” app that lets patrons view menus, place orders, and pay from their phones while giving bar‑staff a real‑time workflow dashboard.

“Your next cocktail, perfectly curated for you.” mitibar

+---------------------------------------------------+ | Mitibar X| +---------------------------------------------------+ | 🎉 Tonight’s Picks (5) | | ------------------------------------------------ | | [🍸] Mango Mojito $9 [💚 Sweet] (Add) | | [🥃] Smoked Old‑Fashioned $12 [🔥 Strong] (Add) | | [🍹] Virgin Cucumber Cooler $7 [🚫 Alcohol] (Add)| | [🍷] Red Wine Spritzer $10 [🍇 Fruity] (Add) | | [🍺] Nitro Stout $8 [⚡️ Bold] (Add) | | ------------------------------------------------ | | ⬅️ Swipe ➡️ (tap‑hold for “Why this?”) | |---------------------------------------------------| | Search… | My Order | Profile | +---------------------------------------------------+ I’ve written it as a (Markdown‑friendly) for the

The Day That Doesn't Exist

+-------------------+ +-------------------+ | Mobile/Web Client| <---> | API Gateway (REST) | +-------------------+ +-------------------+ | +-------------------+ | Recommendation | | Service (Python) | +-------------------+ | • FastAPI | | • Scikit‑learn | | • TensorFlow Lite| +-------------------+ | +----------------+-----------------+ | | +-------------------+ +-------------------+ | Feature Store | | Business Rules | | (PostgreSQL) | | Service (Node) | +-------------------+ +-------------------+ | +-------------------+ | Event Stream (Kafka) → Model Trainer (Spark) | +-------------------+ | | Sam – “First‑Timer” (27 y, new

| Persona | Story | |---------|-------| | (21 y, frequent bar‑goer, loves trying new drinks) | As Emily, I want a short list of drinks that match my taste (sweet, fruity) and the vibe of the bar, so I can quickly pick something exciting without scrolling the whole menu. | | Carlos – “Health‑Conscious” (32 y, watches sugar & calories) | As Carlos, I want recommendations that are low‑calorie or non‑alcoholic, so I can enjoy the night while staying on track with my diet. | | Sam – “First‑Timer” (27 y, new to craft cocktails) | As Sam, I want simple, approachable suggestions with a brief description, so I feel confident ordering something I’ll like. | | Bar Manager – “Olivia” | As Olivia, I want the recommendation engine to surface high‑margin drinks and track which suggestions convert, so I can optimize inventory and promotions. |