Serving AI-Powered Dining Recommendations
Trofimo's 'Dynery' App
The Dynery app – A social dining application integrating restaurant discovery, booking, and social features.
The Challenge
Trofimo faced the challenge of categorizing a vast array of dining options in an intuitive and user-friendly manner. The project demanded an innovative AI strategy that could integrate seamlessly with robust backend infrastructure within an aggressive launch timeline.
Tech stack
AWS Lambda
FastAPI
H3 Spatial Index
Amazon Dynamo DB
Python
Client impact
Our partnership with Trofimo accelerated their app's development, enabling them to launch "Dynery" swiftly. Our team designed an AI-driven approach using a distilled version of Facebook's Bart model, which increased data classification speed tenfold, reducing the need for manual labeling. The zero-shot classification supported generating user-specific dining recommendations, and REST APIs were created for robust app integration. The project's rapid completion aligned with Trofimo's market launch objectives, allowing them to launch the MVP app within weeks of this project’s completion.
The Team
Other Client Successes
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