How a non-CS student approaches the topic of "A menu translator for a local restaurant that handles their specific dishes better than a generic tool"

NelsonLAN — Thu, 15 Oct 2026 17:38:35 +0000

What I Built

Topic:

A menu translator for a local restaurant that handles their specific dishes better than a generic tool.

To examine how a non-CS student (Digital Media, with a low-code background) can implement this topic.

【A. Pain Points / Why Generic Translators Fall Short】

Literal Naming: Tools like Google Translate convert regional slang, or speciality cooking methods word-by-word, leaving you with confusing names like "husband and wife lung slices" or parts that make no sense.
No Preparation Info: Generic apps rarely explain how a dish is cooked (e.g., braised, stir-fried, clay-pot) or what flavour profile to expect (sour, numbing-spicy, sweet-and-sour).

【B. What Specialised Menu Tools Do Differently】

Users and owners have UX concerns.

Dish-Level Context: Apps built for food translation explain the actual ingredients, regional background, and flavour profiles.
Allergy and Dietary Filters: Dedicated tools let you flag common allergens (shellfish, peanuts, gluten, dairy) or dietary restrictions to warn you or fade out unsafe options.
Restaurant-Facing Publishing Tools: If you are a restaurant owner looking to publish your own custom menu, specialised workflows.

Applied some JSON structure to structure it to indicate how the dish is prepared, what animal (+parts) is in it, actual allergy flags, etc other concerns.
Used minimal HTML, CSS, and JS as local web-based apps; can be expanded into Server-Client hosting by exporting into HTML and JSON structure storage.

Topic : [Example Topic] A menu translator for a local restaurant that handles their specific dishes better than a generic tool.

【Why Generic Translators Fall Short】

Literal Naming: Tools like Google Translate convert regional slang, local protein cuts, or speciality cooking methods word-by-word, leaving you with confusing names like "husband and wife lung slices" or literal animal parts that make no sense.
No Preparation Info: Generic apps rarely explain how a dish is cooked (e.g., braised, stir-fried, clay-pot) or what flavour profile to expect (sour, numbing-spicy, sweet-and-sour).

【What Specialised Menu Tools Do Differently】

Dish-Level Context: Apps built for food translation explain the actual ingredients, regional background, and flavour profiles.
Allergy and Dietary Filters: Dedicated tools let you flag common allergens (shellfish, peanuts, gluten, dairy) or dietary restrictions to warn you or fade out unsafe options.
Restaurant-Facing Publishing Tools: If you are a restaurant owner looking to publish your own custom…