{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/34525c1b6b9e46688cecccd4935c54c1\" frameborder=\"0\" width=\"1280\" height=\"960\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":960,"width":1280,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":960,"thumbnail_width":1280,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/34525c1b6b9e46688cecccd4935c54c1-aae590ccc2ade31d.gif","duration":468.95,"title":"Boho Beach Club — AI Operations Intelligence Platform | Gen AI Bootcamp Portfolio | Apollo Sebastian","description":"Boho Beach Club is a full-stack AI-powered luxury event operations platform built for one of Colombia's most iconic experiential venues — and one of three portfolio project submissions for the Generative AI Bootcamp with instructor Matt Dancho.\n\nThis 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.\n\nWhat Is Demonstrated in This Video:\nOverview 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\nTicket Sales — all 8 tiers ($330K–$18M COP) with real bohosunday.com poster images, sold-out badges, and an instant QR Ticket Generator\nAI Concierge — LangGraph StateGraph with bilingual classification (Spanish + English) and RAG retrieval from the event knowledge base — 85% auto-resolution rate\nBI Copilot — LangChain SQL agent converts natural language business questions into live SQL queries and returns Plotly charts\nContent Studio — second LangGraph StateGraph producing Variation A and Variation B content for Instagram, WhatsApp, and email in Spanish and English simultaneously\nLuxury Web Preview — real gallery images, 7 past event editions, venue map, and partner logos from bohosunday.com\nCourse Skills Demonstrated:\nC1 — LangGraph Agentic Workflow: two separate StateGraphs — the bilingual AI Concierge (Classify → Respond) and the A/B Content Studio (Generate → Variation)\nC2 — RAG: curated event knowledge base covering all 8 ticket tiers, venue, dress code, refund policy, and bilingual responses injected as grounded context\nC3 — SQL / BI Analytics: LangChain create_sql_query_chain + live SQLite database powering the BI Copilot, Overview KPIs, and 4 Analytics charts\nC4 — LangChain OpenAI Tools: ChatOpenAI + ChatPromptTemplate + StrOutputParser powering all three agents with a selectable model from gpt-4.1-nano to gpt-4o\nC5 — Cloud Deployment: live HTTPS URL at boho-sunday-beach-club-ai.streamlit.app — publicly accessible worldwide\nLive App: https://boho-sunday-beach-club-ai.streamlit.app\n\nGenerative AI Bootcamp | Instructor: Matt Dancho | Apollo Sebastian | May 2026"}