Sat · 12 September · 10:00 · Food Factory Cube Berlin
**📅 Week 5: Deploy your AI Application** This event is part of our seven-week AI Engineering program, where we build an end-to-end AI application step by step and present our finished projects during Demo Day in Week 7. This week, we’ll move our application from local development to the cloud and **we will only be using free tier options** * Understand different deployment types * Introduce CI/CD pipelines concepts * Package everything with Docker and testing locally * Deploy your application using Google Cloud * Use Supabase for hosted postgresSQL + pgvector * Management of API keys and credentials securely with Google Secret Manager * Schedule jobs with Cloud Scheduler * Alternative simple deployment with interactive streamlit application By the end of the 7 week cycle, you should have a working AI application in your own GitHub repository and practical experience with AI pipelines, APIs, databases, retrieval, evaluation and deployment. You are welcome to follow the shared project or apply the weekly concepts to your own project. **✨ Who is this for?** This cycle is designed for data scientists, analysts, software developers and Python users interested in moving toward AI engineering. No previous LLM or AI engineering experience is required. However, you should already understand basic Python or be willing to complete some preparation independently. **✨ Who’s hosting?** I’m Lindsey, a senior data scientist working on AI systems, causal inference and data products. I’ve worked on machine learning, uplift modelling, fraud detection and production LLM systems. I care about learning through building—and moving beyond AI hype toward applications that actually work. 💻 Bring: Your laptop, your project and your curiosity. ☕ Please grab a coffee or drink from the Octopus Bar to support the business and thank them for providing the space. And as usual, we will be hosting our presentation in the first half of our meeting on google meet " AI engineer session 5 Saturday, September 12 · 10:00 – 11:30am Time zone: Europe/Berlin Google Meet joining info Video call link: https://meet.google.com/vhw-zfet-kdb