Recommentation System - TravelMatch

Recommentation System - TravelMatch

web-development

Rôle: Ai engineer

🧠 **How it works:** → The user writes their perfect vacation in open-ended natural language ("a peaceful place in nature, without crowds") → **Sentence-BERT model** converts the input into a vector representation that is then compared to **560 destination descriptions** → **Hybrid ranking mechanism** takes into account semantic similarity as well as flexible preferences (culture, nature, nightlife, etc.) → And users can tweak the weight of either **"what I wrote"** or **"what I chose using the sliders"** ⚙️ **Tech stack:** * **NLP:** Sentence Transformers (semantic embeddings) * **Backend:*
HTMLCSSPythonFastAPISQLNLPBERTJavaScript
R
Rayen C.

Web /Application Developper

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