<?xml version="1.0" encoding="UTF-8"?><oembed><type>video</type><version>1.0</version><html>&lt;iframe src=&quot;https://www.loom.com/embed/34525c1b6b9e46688cecccd4935c54c1&quot; frameborder=&quot;0&quot; width=&quot;1280&quot; height=&quot;960&quot; webkitallowfullscreen mozallowfullscreen allowfullscreen&gt;&lt;/iframe&gt;</html><height>960</height><width>1280</width><provider_name>Loom</provider_name><provider_url>https://www.loom.com</provider_url><thumbnail_height>960</thumbnail_height><thumbnail_width>1280</thumbnail_width><thumbnail_url>https://cdn.loom.com/sessions/thumbnails/34525c1b6b9e46688cecccd4935c54c1-aae590ccc2ade31d.gif</thumbnail_url><duration>468.95</duration><title>Boho Beach Club — AI Operations Intelligence Platform | Gen AI Bootcamp Portfolio | Apollo Sebastian</title><description>Boho Beach Club is a full-stack AI-powered luxury event operations platform built for one of Colombia&apos;s most iconic experiential venues — and one of three portfolio project submissions for the Generative AI Bootcamp with instructor Matt Dancho.

This platform was built from firsthand experience. I attended Boho Sunday personally in Medellin—the same legendary Sunday energy as REHAB at the Hard Rock Las Vegas. I saw the operational friction immediately: staff overwhelmed by repetitive WhatsApp questions, QR codes arriving two days late, and VIP tier descriptions unclear enough that I walked away without upgrading. That is lost revenue. This platform fixes all of it with AI.

What Is Demonstrated in This Video:
Overview Dashboard — 5 live KPI metrics, 14-day Plotly revenue trend, $57.6M COP ROI snapshot, and a live order feed with AI risk scoring — all from live SQL queries
Ticket Sales — all 8 tiers ($330K–$18M COP) with real bohosunday.com poster images, sold-out badges, and an instant QR Ticket Generator
AI Concierge — LangGraph StateGraph with bilingual classification (Spanish + English) and RAG retrieval from the event knowledge base — 85% auto-resolution rate
BI Copilot — LangChain SQL agent converts natural language business questions into live SQL queries and returns Plotly charts
Content Studio — second LangGraph StateGraph producing Variation A and Variation B content for Instagram, WhatsApp, and email in Spanish and English simultaneously
Luxury Web Preview — real gallery images, 7 past event editions, venue map, and partner logos from bohosunday.com
Course Skills Demonstrated:
C1 — LangGraph Agentic Workflow: two separate StateGraphs — the bilingual AI Concierge (Classify → Respond) and the A/B Content Studio (Generate → Variation)
C2 — RAG: curated event knowledge base covering all 8 ticket tiers, venue, dress code, refund policy, and bilingual responses injected as grounded context
C3 — SQL / BI Analytics: LangChain create_sql_query_chain + live SQLite database powering the BI Copilot, Overview KPIs, and 4 Analytics charts
C4 — LangChain OpenAI Tools: ChatOpenAI + ChatPromptTemplate + StrOutputParser powering all three agents with a selectable model from gpt-4.1-nano to gpt-4o
C5 — Cloud Deployment: live HTTPS URL at boho-sunday-beach-club-ai.streamlit.app — publicly accessible worldwide
Live App: https://boho-sunday-beach-club-ai.streamlit.app

Generative AI Bootcamp | Instructor: Matt Dancho | Apollo Sebastian | May 2026</description></oembed>