Frank Rust
Frank is deeply passionate about technological advancements and a co-founder of neunzehn innovations, a company specializing in AI solutions. His professional background combines entrepreneurial experience—having established an innovation and strategy consultancy focused on strategy and deep tech—with several years at a major software corporation. Throughout his tenure in the software industry, he contributed to multiple product and service launches, working across various teams to bring new offerings to market.
Outside the office, he enjoys discovering new horizons in the camper van.
Session
Demos and prototypes for generative AI (GenAI) projects can be quickly created with tools like Streamlit, offering impressive results for users within hours. However, scaling these solutions from prototypes to robust systems introduces significant challenges. As user demand grows, hacks and workarounds in tools like Streamlit lead to unreliability and debugging frustrations. This talk explores the journey of overcoming these obstacles, evolving to a stable tech stack with Qdrant, Postgres, Litellm, FastAPI, and Streamlit. Aimed at beginners in GenAI, it highlights key lessons.