From Prompt to Working AI Feature in 45 Minutes

Hosted by Dr. Aki Wijesundara and Manu Jayawardana

872 students

In this video

What you'll learn

How to go from prompt to working UI quickly

Learn a practical workflow for turning an AI idea into a functional prototype without heavy engineering setup.

How to prototype responsibly with AI

Understand where guardrails, constraints, and basic evaluation matter even at the prototyping stage.

How to decide what to build vs. what to reuse

Learn where modern AI tools help accelerate development and where custom work is still required.

Why this topic matters

This Lightning Lesson walks through the practical realities of building AI prototypes that actually ship. Starting from a blank prompt, we move through a prompt-to-UI workflow using modern product-builder tools, with a focus on speed, responsibility, and sound decision-making about what to build yourself and what not to.

You'll learn from

Dr. Aki Wijesundara

AI Founder | Educator | Google AI Accelerator Alum

Aki Wijesundara is an AI researcher, educator, and founder with a PhD in Machine Learning and experience at Google's AI Accelerator, where he contributed to advancing real-world applications of machine learning and large language models. As Co-Founder of Snapdrum, he helps organizations design, build, and deploy applied AI systems that move beyond prototypes to production-scale impact.

Aki has taught over 5,000+ engineers, founders, and product leaders worldwide how to build production-ready AI systems using LangChain, RAG pipelines, and MLOps frameworks.

He serves as AI Advisor to the United Nations, contributing expertise on responsible AI implementation and policy.

His work bridges cutting-edge research and practical implementation across text, voice, and multimodal AI.

Alongside Snapdrum, Aki serves as CTO of Krybe, an AI voice automation startup, and CTO of Tilli, an edtech company redefining how learners engage with AI-powered education.

Manu Jayawardana

AI Advisor | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

Manu Jayawardana is a serial entrepreneur with multiple AI startup successes. He exited Rise AI, a fintech app with over 35,000 users, to a private investor, demonstrating his ability to build and scale impactful products.

He is also the Co-Founder of Snapdrum, an AI consultancy helping companies integrate and automate their businesses using AI. Through Snapdrum, Manu has worked with top startups and enterprises across the U.S., Europe, and Asia, advising on automation, product development, and AI strategy.

Currently, Manu is the Co-Founder & CEO of Krybe, an AI voice agent startup in London transforming how businesses automate customer interactions. His experience spans fundraising, scaling products, and leading teams to deliver production-grade AI solutions adopted globally.

Career highlights

Co-Founder of Snapdrum — builds production-ready AI systems for Fortune 500s, YC startups, and global Series A–C companies.
Exited Founder of Rise AI — created an AI investment copilot used by 35,000+ users worldwide.
Co-Founder of Krybe — ultra-realistic voice AI platform with 1000+ users and part of the NVIDIA Inception Program.
Creator of the #1 ranked Investment GPT on the OpenAI Store with 30,000+ users.
Built and scaled 10+ companies across AI, SaaS, analytics, and EdTech, including a B2B analytics product that grew 10× in one year.
Former Entrepreneur First Unlock Fellow, selected for high-potential AI founders.

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