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Writing
Notes on what I have built
Write-ups of systems I have shipped and techniques I use day to day.
5 min readInteractive video chat: answers grounded in what you are watching
How Clip Insights answers questions about the video in front of you, in real time, using retrieval over the transcript.
- LLM
- RAG
- Product
10 min readClip Insights: turning video into working material
A browser extension that lets you screenshot, annotate, summarise and question a video without ever leaving it.
- Product
- LLM
- RAG
15 min readDeploying machine learning models with Flask and Docker
A practical walkthrough of taking a trained model to a running service — serialisation, API, container, and the mistakes worth avoiding.
- MLOps
- Deployment
- Python