Ahmed Khalid

Problem Statement The Iris dataset is a teaching staple, but nobody builds it like it would actually run in production. The goal was to demonstrate what a fully operationalised ML system looks like — CI/CD, drift detection, hot-swap model updates, explainability — using a...

Problem Statement Crypto traders lack interpretable, short-horizon price signals that combine market sentiment with price momentum. Most sentiment tools are disconnected from live trading data and have no production ML lifecycle behind them.

Solution & Approach Built a...

Problem Statement Wedding planning is fragmented. Couples spend hours across dozens of websites researching vendors with no central place to browse, compare, save, and reach out to multiple vendor types at once. Vendors lack an affordable platform to showcase their work and...

Problem Statement SaaS applications need real-time notification systems, but building one correctly is deceptively complex. Polling is unreliable, SSE is one-directional, and most teams bolt on a third-party widget rather than engineering the connection lifecycle, auth,...