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followers: 22.0 following: 24.0 repos: 17.0 gists: 1.0

Name: Lewis Smith

Type: User

Company: Square, Cash App

Bio: ML Engineer

Location: Gold Coast, Australia

Blog: https://lleewwiiss.github.io/

Lewis W. Smith 💻

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

Github Stats

Lewis Smith's Projects

atproto-website

clr

distributed-tensorflow-template

Distributed Tensorflow best practices template using Tensorflow Estimator API

faster-rcnn-tensorflow

TensorFlow implementation of Faster RCNN for Object Detection

incepttext-tensorflow

An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

keras-applications

Reference implementations of popular deep learning models.

lleewwiiss

lleewwiiss.github.io

Personal Portfolio site (resume in assets)

material-ui

React components for faster and easier web development. Build your own design system, or start with Material Design.

minesweeper

Command line based Minesweeper game

models

Models built with TensorFlow

r-tree

R-tree in python

safe-cex

An OpenSource TypeScript library to create rich trading cryptocurrencies interfaces

spring-graph-layout

Spring Graph Layout C++

tensorflow

An Open Source Machine Learning Framework for Everyone

tic-tac-toe

Command line tic-tac-toe

uqcsbot

UQCSbot: our friendly little Slack bot

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