Ben Trevett | Home | GitHub | Twitter |
About Me |
I'm currently working as an NLP Engineer @ aveni.
I have a PhD from Heriot-Watt University, where my research was on applying natural language processing-based machine learning algorithms to programming languages.
Prior to that, I obtained a First-Class Master's degree (MEng) in Digital Electronics (now known as Electronics and Computer Engineering) from the University of Sheffield.
In my spare time I enjoy: reading, listening to podcasts, playing board games, walking my dog, and watching sports.
You can contact me on twitter or via e-mail.
Things I've learned, formatted as Python notebooks.
2024-02-17 | Introduction to information theory (from a machine learning perspective) |
2024-02-10 | Decision trees and random forests from scratch |
2023-10-03 | Bootstrapping confidence intervals |
2023-09-27 | Parallelism in Python |
2023-09-07 | Some practical use cases for the walrus operator |
2023-08-28 | Retrieval augmented generation |
2023-08-27 | Implementing TF-IDF from scratch |
2023-08-06 | A/B testing with the chi-squared test |
2023-08-03 | Fine-tuning a sequence classification model with LoRA and the peft library |
2023-07-31 | How to use Open AI's "function calling" ability |
2023-07-30 | What's the best way to strip punctuation from a string? |
2023-07-29 | Why is the softmax function "off by one"? |
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