Data Science Consulting

Data science consulting at Fast Data Science

Fast Data Science has been consulting in data science in large and small organisations across sectors and industries. We focus primarily on natural language processing (NLP). We are industry agnostic although we have a particular range of experience in industries where a large number of unstructured text documents such as PDFs are prevalent, such as the following areas:

The manager, Thomas Wood, studied a Masters in 2008 at Cambridge University in Computer Speech, Text and Internet Technology and since then he has been working exclusively in data science consulting. In 2018, he founded Fast Data Science to deliver data science consulting services.

We use all forms of technologies to solve our clients’ needs. It’s whatever does the job. It could be a simple machine learning model, or it could involve generative AI. But we won’t use unnecessarily complex or expensive technologies where a simpler option is available. Talk to us and we can help you decide.

The value of data science consulting for your business

Using our technical knowledge of natural language processing and experience in consulting for organisations across industries, we are able to use the unstructured data in your organisation to help you find hidden insights in order to aid business decision making and improve your business strategy.

Review of Fast Data Science's data science consulting offer by a satisfied client

Above: After a data science consulting engagement, one satisfied client left a positive review of Fast Data Science on Clutch. Fast Data Science is also listed as a top Big Data Analytics company in Clutch’s list of data science consulting providers.

Data science consulting workflow

Click on any phase above to view its details.

Above: A breakdown of our AI strategy and data science consulting workflow. We take a business-centric rather than technology-centric approach to the business, taking the time to investigate what kind of AI projects would have a beneficial effect on your organisation. For an example of a data science consulting engagement, you can read our case study about how we helped Tarion (the housing regulator in Ontario) develop a data science strategy.

Data science consulting and unstructured data

Today many companies have large amounts of unstructured data. This data could be scanned paper documents, PDFs, HTML, Excels, or documents floating around a Sharepoint account.

Unstructured data is very difficult to deal with but can contain a goldmine of information. Fast Data Science specialises in extracting value from organisations’ unstructured datasets.

In a data science consulting engagement, we will take the time to understand your business processes and what kind of data is making your business tick. The solution may be a cutting-edge tool such as a generative AI model, or it could be a simple linear regression model. We will cut through the information overload to help deliver an AI strategy that suits your needs.

Pie chart showing a breakdown of reasons for customer churn derived from customer feedback forms

Above: Topic detection is an NLP technique that allows you to discover common themes in a set of unstructured documents.

Data science consulting case studies

You can use the interactive control below to explore some of our past and current data science consulting engagements.

Fast Data Science - London

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Data Science Consulting technologies at Fast Data Science

We do a lot of our data science consulting work with Python. We have worked on a variety of data science models, including:

  • Large language models
  • Bag of words, tf*idf, cosine similarity
  • NLP pipelines, lemmatisation, parsers, chunkers
  • Deep neural networks
  • Clustering: Latent Dirichlet Allocation
    • This is useful for extracting topics from a set of unstructured documents, for example legal documents, survey responses, factory error reports, etc.
  • Search engines and search term recommenders
  • Google Natural Language, AWS, Microsoft Azure
  • ETL technologies, data lakes, data warehouses, BigQuery, Spark, DataBricks, S3, etc.

Data Science Consulting in Python, Java and R

We work with the following programming languages and frameworks:

and many more.

We may use neural networks in our consulting engagements. This is a representation of a 3-layer neural network with 4 input nodes, 6 hidden nodes, and 2 output nodes

Data Science Consulting projects in the healthcare and pharma industries

Data science is being increasingly adopted across the healthcare sector. This technology is sometimes called healthtech or MedTech. Data science is being used to compare and detect changes in clinical reports, extract clinical concepts such as MeSH terms from electronic medical records, and predict workforce attrition for healthcare providers.

We have worked on a number of projects in healthcare, including:

Electronic health record without named entity recognition Electronic health record without named entity recognition

More about data science consulting

Our data science consulting services deliver tailored solutions, leveraging AI, machine learning, and NLP to drive innovation and efficiency across industries like healthcare, finance, and retail. We begin with strategic workshops to align data initiatives with business goals, followed by data exploration, model development, and deployment on cloud platforms like Azure. These data science consulting services have delivered impactful results, such as predictive models for the NHS and risk analysis tools for pharmaceutical firms.

By transforming unstructured data, such as customer feedback or legal documents, into actionable insights, we help clients enhance decision-making and profitability. With many years of experience in the field, we have been doing this since long before large language models came on the scene. We can work with both traditional machine learning models, and LLMs, and everything in between.

Founded in 2016 by Thomas Wood, with a Cambridge Masters in NLP, Fast Data Science ensures practical, jargon-free outcomes.

Our expertise in navigating data privacy and integration challenges positions us as a trusted partner. Contact us by web form or call +44 20 3488 5740 to explore how our data science consulting services can optimise your operations and provide a competitive edge in today’s data-driven landscape.

What we can do for you

Transform Unstructured Data into Actionable Insights

Contact us