Building an AI-powered recommendation app for a Polish startup.

Letme is a web-based platform that helps users find games, electronics, and travel opportunities thanks to a sophisticated recommendation engine that builds on artificial intelligence (AI).


Letme is a Polish startup that aims to combine cutting-edge technologies like artificial intelligence (AI) with the everyday needs of internet users.




Internet users spend a lot of time looking for things on the web. Most of the time, they don’t have access to a curated list of items, but instead, rely on product search engines that bring dissatisfying and depersonalized results. Letme decided to finally let consumers choose from items and experiences that address their needs or match their preferences. The platform is designed to help users save time searching for electronics equipment, games, and trips. Letme aims to present users with a personalized list of items to support them in making the best purchase.


The project involved two of our developers who collaborated with two members of the Letme team. We were approached with an AI gaming model designed by the Letme team, and the task of our developers was making it work in real life - which required some adjustment. We took over the project at the initial stage of its development. We built the website and finished the algorithm responsible for choosing the best games according to user criteria. Finally, we created the algorithm for the travel and electronics sections from scratch.


We created a performant web application that helps users make the right purchasing decision by showing items that match previously selected criteria. Users enter the app, choose the category - electronics, games, or travel, answer questions in a detailed form that establishes their needs and preferences, and get matching recommendations supplied by the AI-powered recommendation engine.


  • Product design, product development
  • Full-stack web development
  • API development
  • Third-party integrations
  • Recommendation engine design and implementation


  • Backend: Python / Django / Django REST Framework - PostgreSQL
  • Frontend: React / Redux


We helped Letme create an efficient web platform that helps users make the right decision when shopping for electronics, games, and holiday trips.


Functional app


AI-powered recommendation engine



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Sunscrapers Sp. z o.o.
ul. Pokorna 2/947
(entrance 9)
00-199 Warsaw


Clutch award


Sunscrapers Sp. z o.o.
ul. Pokorna 2/947
(entrance 9)
00-199 Warsaw

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