Give people more than one way in
The assistant accepts photos, voice and text. These are different starting points for the same task: helping a person turn a meal into a useful nutrition entry.
01 / AI PRODUCTLive product · Since April 2026
Making meal tracking feel like a conversation.
Independent project · End-to-end ownership
Less logging.
More living.
More living.
ONE SIMPLE CONVERSATION.
01 / THE CHALLENGE
Make a daily habit feel effortless.
Logging a meal shouldn’t feel like filling out a spreadsheet. I built Olivka around a simple interaction: describe your food in the way that comes naturally, then review the estimate. I designed and developed the product entirely myself as a side project, under the DEVEJI brand.
02 / THE DECISIONS01 02 03
Make estimates reviewable
Meal estimates are presented for the user to confirm or edit. AI estimates are a starting point; the interface keeps the person involved in the final entry.
Build a repeatable evaluation loop
Periodic automated evaluations assess meal estimates. Selected examples can then enter a manually curated golden dataset, giving future evaluation work a reference set with human oversight.
03 / THE RESULT
What came out of it.
Olivka is a live product, built end to end by one developer. It brings together a conversational experience, multimodal meal entry and an evaluation process that supports ongoing quality work.
Explore OlivkaWHAT I TAKE FORWARD“Building the product also means building a way to judge its answers.”