Index Video and Audio for Retrieval

Hosted by Aki Wijesundara and Manu Jayawardana

Fri, Jul 10, 2026

9:00 PM UTC (30 minutes)

Virtual (Zoom)

Free to join

Invite your network

Go deeper with a course

AI Engineering Bootcamp & Certificate
Aki Wijesundara, PhD and Manu Jayawardana
View syllabus

What you'll learn

Turn speech into searchable chunks

Transcribe audio and video, then split the transcript into pieces that retrieval can actually match against.

Keep the timestamps attached

Tag every chunk with its time so a hit points you to the exact moment, not just the file.

Jump to the answer, skip the rewatch

Ask a question and land on the right minute of a recording instead of scrubbing through the whole thing.

Why this topic matters

A two hour recording is a black box: the answer is in there somewhere, but you cannot search a sound wave. In this free 30 minute session you turn video and audio into something retrievable by transcribing it, splitting it into timestamped chunks, and embedding those chunks so a query lands on the exact moment. You watch a question jump straight to the right minute of a recording instead of forcing a full rewatch. You leave able to make your own meetings, lectures, and clips searchable by what was said and when.

You'll learn from

Aki Wijesundara

AI Advisor | Educator | Google AI Accelerator Alum

Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google’s AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems.

He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.

Aki is also a frequent speaker and advisor to organizations adopting AI, helping them transition from experimentation to production at scale.

Manu Jayawardana

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

Manu Jayawardana is a serial entrepreneur with multiple AI startup successes.

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.

See all products from TAI

Sign up to join this lesson

By continuing, you agree to Maven's Terms and Privacy Policy.