Projects
Research, writing and side projects
ML.NET vs Python on Clinical Data
A benchmark of ML.NET against scikit-learn, XGBoost and LightGBM on open clinical datasets, covering accuracy, calibration, latency and ONNX fidelity. A preprint and full write-up are planned.
Learn more →Ollama Models via API to Production
A tutorial series on wrapping Ollama models in a FastAPI service and taking it to production: rate limiting, request validation and load balancing.
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Diving Into DeepSeek
A step-by-step guide to running DeepSeek locally with Ollama, with resources for the book.
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