Welcome to Software Reference Limited, where we specialise in transforming your data and machine learning needs into scalable, robust solutions. Our expertise lies in two primary areas:

  • Scalable ETL (Extract, Transform, Load) Processes: Efficiently handle and process large volumes of data.
  • Productionising Machine Learning Code: Convert research ML code into maintainable, high-performance deployed products.

Our Expertise

We bring a wealth of knowledge and practical experience across a range of technologies and methodologies:

Programming Languages and Frameworks

  • Python 3
    • Numpy
    • Pandas
    • Pytest
  • Django

Machine Learning Paradigms

Strong experience with data pipelines and API related to multiple aspects of machine learning:

  • Text-based Generative ML with Large Language Models (LLMs)
  • Probabilistic Modelling (Gaussian Processes and Bayesian Optimisation)
  • Classical Regression and Classification
  • Reinforcement Learning

Development and Deployment

  • REST API Development
    • FastAPI
    • Sanic
  • Database Technologies:
    • PostgreSQL
    • Oracle
    • SQLite
  • Cloud Technologies:
    • Google Cloud
    • Amazon Web Services (AWS)

Additional Expertise

  • Technical Writing

Terms of Engagement

We offer flexible engagement terms to suit your needs:

  • Fixed-rate projects or day rates
  • Outside IR35
  • Remote-first approach

Connect with Matthew Strawbridge on LinkedIn to discuss how we can collaborate on your next project.