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22 followers · 24 following

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Organizations

@squareup
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lleewwiiss/README.md

Lewis W. Smith 💻

linkedin

About me

I’m a full-stack developer who works primarily as a Machine Learning engineer. I have an interest in computer vision models, and more recently models used for financial trading.

I have experience working on niche medical ML problems with some publications in medical journals and conferences. I am always open to new and exciting opportunities.

5 years working at Maxwell Plus, where we did some awesome work (see 1 & 2). I spent my time across AI research, ML + data engineering, infrastructure + devops and React/Flutter front-end work.


Rapidfire

  • 🏥 Recent publication that used Gaussian Processes to interpolate historical blood markers to be used in a state-of-the-art CNN + LSTM model to predict the likelihood of a patient developing Prostate cancer Link

  • 💊 Developed a novel optimisation technique for combined learning of different 3D MRI segmentation labels achieving state-of-the-art anatomical segmentation of the prostate. Poster accepted in APCC 21

Languages and Tools

React CSS3 HTML5 JavaScript AWS Docker TypeScript MySQL Python Nginx Kubernetes Bash Linux Git Ansible Node.js GCP Java Kotlin Django PostgreSQL TensorFlow Flutter pytorch Latex Dart Redux Keras

Github Stats


Popular repositories Loading

  1. Distributed-Tensorflow-Template Distributed-Tensorflow-Template Public

    Distributed Tensorflow best practices template using Tensorflow Estimator API

    Python 18 10

  2. R-tree R-tree Public

    R-tree in python

    Python 2 1

  3. Spring-Graph-Layout Spring-Graph-Layout Public

    Spring Graph Layout C++

    C++ 2 1

  4. lleewwiiss.github.io lleewwiiss.github.io Public

    Personal Portfolio site (resume in assets)

    JavaScript

  5. Minesweeper Minesweeper Public

    Command line based Minesweeper game

    Python

  6. models models Public

    Forked from tensorflow/models

    Models built with TensorFlow

    Python