Stack & Architecture
Built with Embeddings, Python, AWS, Mobile, Fintech. Delivered for Prolly Technologies, 2022–2023.
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Prolly - Fintech Data Platform
Built a fintech mobile application integrating multiple heterogeneous data sources under licence. Implemented vector embeddings and a recommendation engine to create derived financial products. Designed the data pipeline for rotating new licensed datasets in and out of production, managing data freshness and licensing constraints on AWS infrastructure.
Outcomes
- Integrated multiple heterogeneous licensed data sources into fintech platform
- Implemented vector embeddings for financial product recommendation engine
- Designed data pipeline for managing licensed dataset rotation in production
Tech Stack
EmbeddingsPythonAWSMobileFintech
