William Fuller

Engineer with 5 years experience in full-stack development and ML/data engineering. Proven track record of leading projects from conception to delivery in fast-paced startup environments, shipping features and improving system performance. Open to freelance or permanent roles.

Experience

Super G — ERP solution for beer brewers and winemakers offering tools for production, inventory, invoicing and payment management.

Software Engineer

Feb 2023 - Present

  • Founding Engineer recruited to drive and accelerate end-to-end development, enhancing the product offering. Achieving 80% growth in number of active users and doubling revenue during first year.
  • Led multiple projects from initial conception to implementation and delivery, aligning solutions with company goals and client needs. Notably developed invoicing platform and payment handling systems.

Tools : Go, PostgreSQL, React, Nginx

Instem / Notocord — Software suite of biological analyser used for pre-clinical trials in drug development.

Machine Learning Engineer

Oct 2020 - Jan 2023

  • Responsible for prototyping and researching real time machine learning and deep learning models for biological analysis as well as the integration of these models in production.
  • Conducted advanced research to create biological analyzers targeted at sleep scoring, using deep learning and machine learning methods to support drug research and development. Notably developed a sleep scoring algorithm achieving over 95% accuracy rate in rodents and smaller animals.

Tools : C#, Python, Matlab, Pytorch, ONNX

Tictactrip — Bus and train ticket purchasing platform offering all in one tickets combining buses and trains from different providers.

Data Engineer

Oct 2019 - Jun 2020

  • Built and automated data-cleaning tools streamlining data processing, significantly improving search accuracy and system performance, while reducing computational costs. Halving the time needed to integrate new providers and generate internal stations graph.
  • Took full ownership of all data processing tasks relevant to integration of new provider data. Enhancing the platform's efficiency and expanding its service offerings.
  • Oversaw an intern, offering feedback and training to enhance their skills and knowledge.

Tools : Python, NodeJs, PostgreSQL, Docker

Education

Imperial College London

Msc Signal Processing and Communications

Oct 2018 - Oct 2019

Adaptive Signal Processing and Machine Intelligence, Digital Image Processing, Pattern Recognition, Probability and Stochastic Processes

Grade : Merit

University of Kent

BEng Electronic and Communications Engineering

Sept 2015 - Jul 2018

Engineering Mathematics, Signals and Systems, Embedded Computer Systems, Digital Signal Processing and Control

Grade : First class distinction Award : IET Prize 2018

Personal projects

Rss reader — code

Rss aggregator written entirely from scratch using only the Go standard library. Deployed as a web app, running locally on a raspberry pi.

Tools : Go, Nginx

Nearby Velib finder — code

One click app to find the nearest Velib stations while on the move. Super simple app written in vanilla HTML/CSS/Javascript, accompanied by a caching server in Go regularly polling the Velib API.

Tools : Go, Nginx, Javascript

Solving Wordle with information theory — code

The goal here was to build a bot capable of solving the nytimes Wordle puzzle using only information theory. This bot finds the solution on average in 3.12 tries.

Tools : Python, Selenium

Skills

Languages