Personalisation in Gallery — From Static to Adaptive

By Rakhi Kumari

Conceptualised a smarter gallery experience that adapts to user behaviour, surfacing relevant memories, edits, and suggestions through AI-driven personalisation.

The stories no one watched

The Gallery kept creating stories.

Trips, birthdays, random Tuesdays stitched into neat little collections. The system was doing its job—technically perfect, visually polished.

But users weren’t.

They’d open the Gallery, glance at Stories, and scroll past. No taps. No revisits. No emotional pull.
The feature existed. It just didn’t matter.

“Nice… but not relevant,” was the unspoken feedback.

This wasn’t a design problem. It was a meaningful problem.

The relevance gap

Stories were built on logic, not life.

Same rules for everyone:

  • Group by date

  • Add transitions

  • Surface evenly

But people don’t experience memories evenly.

Some moments matter more. Some faces get revisited. Some photos get edited, shared, reopened again and again.

The system didn’t see that.

Designers saw a feature.
Users saw noise.

From generation to understanding

We stopped asking:
“How do we create better stories?”

And started asking:
“What would make a story worth opening?”

The answer wasn’t more content.
It was better judgment.

We shifted from static generation to behaviour-driven personalisation:

  • What users viewed repeatedly

  • What they edited or shared

  • What they skipped entirely

Stories became signals, not just collections.

Designing for memory, not media

Instead of showing everything, we started showing what mattered.

  • Recent trips surfaced while they were still fresh

  • Frequently interacted faces appeared more often

  • Edited photos became highlights, not buried assets

The experience became quieter—but sharper.

Users didn’t need to search, organise, or even think.
The right memory just showed up.

What changed

The shift was subtle in UI.
But massive in behaviour.

Post-launch impact:

  • +32% increase in Story click-through rate

  • +24% growth in weekly repeat engagement

  • -18% drop-off from preview to full story

  • +21% increase in interactions (share, edit, save)

Stories went from being seen…
to be used.

From feature to habit

Before, Stories were a feature.

After, they became a habit.

Not because we added more,
But because we showed less, with more intent.

The Gallery stopped just storing memories.
It started understanding them.


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