I build machine learning systems for a living. I’m also chasing the perfect lifelong training plan. Occasional thoughts and blogs below.
Batch or stream processing in machine learning?
Unlocking Large Language Model potential: Large Language Model Training
Tackling machine learning problems
Annotated guide to Andrej Karpathy’s GPT (WIP)
ExtractAPI. A distributed document extraction service powered by multi-modal machine learning pipelines.
Berkie. Berkadia’s generative AI companion, including a chatbot and retrieval augmented generation API, and training large-scale LLMs.
MalDomain. A Malicious URL detection system.
IdentityRisk. Heuristic-based full-stack risk engine for risk remediation at a major bank.
Wilson's Deep Playlist Generator. Spotify RNN-based playlist generator.
👨🏻💼: https://www.linkedin.com/in/alistair-gillespie/
👨💻: https://github.com/alistairwgillespie
📧**:** [email protected]