TableDiffusion
A deep learning algorithm I developed for training diffusion models on tabular data under differential privacy guarantees.
GenAI
FOMO: LLM embeddings to keep up with AI
An open source newsreader app I built using LLM embeddings to semantically prioritise arXiv and Github updates.
Watch and learn
Winning EF’s Bio x AI hackathon with a multimodal LLM for lab protocol automation.
Yesterday's cutting edge is today's table stakes
The past 18 months in AI have been a whirlwind-clusterfuck of acceleration, innovation, and chaos.
Building PorePatrol LLM at the Anthropic Hackathon
We used LLaVA and Claude to build a crazy multimodal LLM health assistant. OpenAI made it redundant the next week.
Optimising cost, quality, latency
There is a trifecta of variables that just about everyone building generative AI systems cares about — cost, quality, and latency. As is often the case in computing, there is a trade-off between these properties. And all three are bought with the currency of performance.