TIMMY LÄHTEINEN · TECHNOLOGY, PRODUCT & TRANSFORMATION

AI in practice

Applied AI work, experiments and lessons from using AI in practice.
Where AI adds value, how much autonomy to allow, and what evidence is enough to scale.

Portfolio

Applied AI

AI-enabled work in practice

Hands-on experiments across software, 3D, decision support and enterprise context, distilled into a way of working rather than a set of demos.

Themes: development and delivery workflows · context · change impact · agentic delivery · human oversight · practical experimentation

Explore Applied AI
Generative Media

Image, video and consistency experiments

Experiments in generative image and video work, focused on keeping characters, references and style coherent across a sequence.

Themes: image generation · video generation · character consistency · reference control · temporal consistency · style consistency · multimodal experimentation

Explore Generative Media
AI-native publishing

From AI-built pages to an AI-operable publishing system

An experiment in separating structured content from presentation, with the same source rendered through three radically different interfaces.

Themes: structured content · Astro · schema validation · runtime presentation · agentic publishing · human approval

Explore AI-native publishing