Working Together Across Cultures
Keynote on navigating cross-cultural communication, especially the nuances of high-context and low-context cultures.
About me
Tech, AI, and ideas that compound.
I'm passionate about using AI and machine learning to solve real-world challenges. As a tech leader, author, and educator, I focus on making complex concepts practical and actionable.
Writing
Essays and field notes on applied AI, product thinking, and ML systems.
LLM
Understanding Speculative Decoding
A practical explanation of why speculative decoding speeds up generation in large language models.
AI Policy
The EU Is Trying to Regulate AI. But First, It Has to Define It.
A practical read on general-purpose AI definitions and why regulatory clarity matters.
Generative AI
Scaling asset generation using Generative AI
How generative systems can act like a production line for creative assets, with humans in the loop.
Book
Understanding NLP
Blueprints for Text Analytics Using Python · O'Reilly Media (Dec 2020)
Co-authored with Jens Albrecht and Christian Winkler. This book serves as a practical guide to building NLP systems - from text classification to knowledge extraction including deployment best practices. Although a bit out of date now, the fundamentals it provides are well appreciated and used in University courses.
Talks & Speaking
Recent keynotes, workshops, and conference sessions.
RTL goes Meetup
Building Content Understanding, a presentation on how integrating data across audio, video, and text can transform content understanding.
Knowledge Graph Conference
Developing a Content Knowledge Graph by integrating diverse media types for a media platform that serves as a universal source of truth.
Training & Workshops
Live sessions and self-paced programs for teams and individuals.
Workshops
AI Workshops for Teams
Teams are drowning in AI features but don't know where to start. We start from how your team works today and show them how to integrate AI to work for them. Make your team's life easier & fun!
Get in touch →Courses
Building AI Products
An end to end course on turning AI research into real products. This derives from my experience of building PodSumo - your AI podcast agent. Watch on YouTube.
Watch on YouTube →Get in touch
Open to speaking, advisory, and consulting. If your team is building with AI, let's talk.