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FinTech Labs

Some real-world fintech cloud-native applications.


This lab demonstrates how to provisions a secure and scalable AWS infrastructure for an application.

This application is a financial data explorer that uses an LLM agent to retrieve and analyze financial performance for Safaricom Ltd and Equity Bank from 2021 to 2024.

This application demonstrates how to design and implement, with best-practises, an automated recurring savings API with Bank Integration (Equity Bank).

This application demonstrates how to design and implement a low-latency, high-load resilient micro-service application and how to load-test the design using Grafana - k6.

This application demonstrates how to craft a data pipeline that trains a fraud-detection model and applies to applies it to incoming transaction data.

This lab demonstrates how to craft an application monitoring stack with cloud-observability tools Prometheus and Grafana.

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A fintech project portfolio featuring IaC, LLM agents, low-latency high-load micro-services.

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