From AI Demo to Deployed App

Hosted by Aurimas Griciūnas

Fri, Jun 19, 2026

3:00 PM UTC (1 hour)

Virtual (Zoom)

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End-to-End AI Engineering Bootcamp
Aurimas Griciunas
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What you'll learn

Port a Streamlit prototype or a vibecoded frontend app to v0

See how to take a working AI prototype to a clean, deployable frontend without a full-stack rewrite.

Ship the app to production on Vercel

Wire backend AI logic to a v0 frontend, push it live, and serve real users without custom infrastructure.

Ship a new UI feature on top of an existing backend

Use v0 to add a frontend interaction for a backend endpoint your frontend prototype never exposed.

Why this topic matters

AI engineers can build the backend, but most stall when it's time to put a usable frontend in front of real users. Streamlit prototypes and vibecoded UIs get you to a demo, not a shippable product. This lesson shows how to port a working AI prototype into a production-grade frontend with v0, deploy on Vercel, and ship a new UI feature on top of your existing backend.

You'll learn from

Aurimas Griciūnas

Founder @ SwirlAI • Ex CPO @ neptune.ai (Acquired by OpenAI)

Aurimas Griciūnas is a recognized AI expert, LinkedIn Top Voice in AI, and the founder of SwirlAI. He previously served as Chief Product Officer at Neptune.ai where he worked closely with top ML teams to scale infrastructure, evaluation, and LLMOps practices across industries. With over a decade of experience at the intersection of data science, machine learning, and software engineering, Aurimas has led AI initiatives in both startups and enterprise environments. His mission is to bridge the gap between hype and reality by teaching engineers how to build systems that work in the real world. Students will benefit from his hands-on knowledge, technical depth, and product-first mindset - gained by solving actual engineering problems.

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