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Name: Dan Efting

Type: User

Location: London, UK

👋 Hi, I’m Dan Efting, a dynamic professional and UCL MSc Graduate in Data Science and Machine Learning.
👀 I’m interested in ML applications in industry as well as the further research in state-of-the-art methods to advance these applications. Especially ML using language, images, health science data, and insurance data.
Deep Learning Frameworks applied to images are of specific interest to me.
🌱 I’m currently learning about Generative AI, LangChain, and LLMs.

Dan Efting's Projects

bottybotz

Config files for my GitHub profile.

cimcb

cimcb is a package containing the necessary tools for the statistical analysis of untargeted and targeted metabolomics data.

comp0090

UCL Module: Introduction to Deep Learning

conditional_segmentation_thesis

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-project-template

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

fastbook

The fastai book, published as Jupyter Notebooks

generative-ai-showcase

gitsome

A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools

intro-to-ai-in-robotics

"Introduction to AI in Robotics" tutorial series material

intro_to_deep_rl

ivy

The Unified Machine Learning Framework

level-up-python-3210418

This is a LinkedIn Learning repo for Level Up: Python.

metabworkflowtutorial

https://cimcb.github.io/MetabWorkflowTutorial/

ml-tutorials-season-2

Materials for UCL Artificial Intelligence Society Machine Learning Tutorials Season 2 (2021/2022)

mphy0043

UCL Module: Artificial Intelligence for Surgery and Intervention

nlp-language-model-and-domain-shift

An inspection into domain shift in NLP Text Summarization.

nn-template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.

openaitemplate

A template for a full SaaS App with AWS.

pycaret

An open-source, low-code machine learning library in Python

pycaret-docs

pyraug

Data Augmentation with Variational Autoencoders

pytorch-lightning-template

Computer Vision Prediction of Tumors with EGFR Mutation

quicklogging

Utilities to quickly setup best practice logging for Python.

tensorflow

An Open Source Machine Learning Framework for Everyone

whisperx

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

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