Playing with rag evals.

Playing with RAG.

Learning materials and my journey through kubernetes.

I'm doing leetcode.

Playing around with flyte.

RAG tutorials for learning, will adapt and write content based on what I find online.

Automated MLOps bots.

Materials I've developed as I play around with DSPY

Warsaw AI for Executive Lectures, first delivered Mar 2024

Demo with RAG and tonic, playing around with it. Used for Oxford lecture Feb 2024.

Materials for my own learning on LLMs and LLMOps.

Demo materials for presentation I gave at Python Glasgow on 24th October 2023.

Ray code snippets for the 2nd edition of the ML Engineering with Python book.

A gym type toolkit for developing MLOps solutions.

Public presentations I've given....

Sam init example for MLEIP book

Repo for me to play with different anomaly detection techniques.

Playground for scala scripts etc

Playground for learning how to do analyses using Spark (most probably interfaced to Python).

HyPerCarlo is going pythonic!

playground for scripts and ideas relating machine learning and physics.

playground for analysing data from the twitter api. Why not eh?

Looking at ml for trading.

Kaggle santander value competition - https://www.kaggle.com/c/santander-value-prediction-challenge#description

HyPerCarlo is a Monte Carlo lattice simulator for Hybrid Perovskites. This was inspired by Jarvist Frost's StarryNight code: http://pubs.acs.org/doi/abs/10.1021/nl500390f, "Atomistic Origins of Hig…