Brian Collins

Brian Collins Email and Phone Number

Data Scientist @ Wiley
England, United Kingdom
Brian Collins's Location
West Sussex, England, United Kingdom, United Kingdom
About Brian Collins

As an associate data scientist with Wiley's Intelligent Solutions team, I apply machine learning technologies to develop applications and APIs that help editorial teams understand and target high-growth topics in the publishing industry. With an IBM Data Science Professional Certificate and a master's degree in data analytics, I have the skills and knowledge to handle large and complex text data sets using state-of-the-art NLP techniques and frameworks.I have over two years of experience in creating user-friendly web applications using Streamlit and Flask/Bootstrap, enabling non-subject specialists to interact with and make decisions based on the output of models trained within the team. I also contribute to project consulting and business intelligence, providing analytical insights and recommendations for new launch proposals, subject and journal development plans, and responses to RFPs. I am passionate about leveraging machine learning and NLP to enhance the quality and impact of scholarly publishing.

Brian Collins's Current Company Details
Wiley

Wiley

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Data Scientist
England, United Kingdom
Brian Collins Work Experience Details
  • Wiley
    Data Scientist
    Wiley
    England, United Kingdom
  • Wiley
    Data Scientist
    Wiley Jul 2024 - Present
  • Wiley
    Associate Data Scientist
    Wiley Dec 2021 - Jul 2024
    I worked as part of the Intelligent Solutions team at Wiley, where I leveraged ML technologies to develop Python applications and APIs, providing project consulting to enhance publishing development strategies.• Full-Stack Topic Clustering Application: Developed and deployed on ECS using Flask/Bootstrap. Utilized SPECTER2.0/UMAP/HDBSCAN to help editorial teams understand subtopics within their disciplines and identify high-growth areas.• Topic Indexing Application: Implemented using Spotify/ANNOY for semantic similarity analysis and emerging topic identification. Deployed with Streamlit.• UN SDG Multi-Label Classifier: Contributed to a classifier that highlights articles aligned with UN Sustainable Development Goals.• Few-Shot Learning Model: Fine-tuned models for a binary classifier to identify philanthropic research.• Database Management: Implemented and maintained PostgreSQL databases on AWS RDS, integrated with existing Snowflake data lake.• Data Visualization: Utilized D3.js, Plotly, and other libraries to create digestible visualizations of key dataset insights.
  • Wiley
    Senior Journals Publishing Manager
    Wiley Jul 2021 - Nov 2021
    Responsible for the management and strategic development of a portfolio of Business & Management journals, including hybrid Open Access and online-only titles. Specialising in application of analytical techniques to provide both high-level and title-focused analysis for new launch proposals, subject and journal development plans alongside responses to RFPs. Efforts focused on providing business intelligence to develop my own list in addition to influencing strategic decisions made by other JPMs across the team.Managing relationships with external Editors-in Chief (EIC’s), editors, society representatives and key market contacts. Arranged and chaired editorial board meetings and attended conferences globally. Responsible for EIC recruitment and contract negotiation.
  • Wiley
    Journals Publishing Manager
    Wiley Nov 2017 - Jun 2021
  • John Wiley And Sons
    Associate Journals Publishing Manager
    John Wiley And Sons Jul 2016 - Oct 2017
    Chichester
  • John Wiley And Sons
    Senior Journals Publishing Assistant
    John Wiley And Sons May 2015 - Jun 2016
    Chichester
    Supported a Publisher and Journal Manager on titles on the across the Social Sciences and Humanities list. While cutting my journal management teeth on a small portfolio of proprietary titles.
  • John Wiley And Sons
    Permissions Assistant
    John Wiley And Sons May 2014 - Apr 2015
    Chichester
    Overview and granting of third-party permissions request for copyrighted content in addition to administrative support for Reproduction Rights Organisation (RRO) contracts and associated revenue.
  • Cineworld Cinemas Ltd
    Operations Manager
    Cineworld Cinemas Ltd Aug 2010 - Apr 2014
    Chichester

Brian Collins Skills

Publishing Digital Copyright Publications Academic Writing Proofreading Editing Relationship Building Social Media Film Management Marketing Retail Operations Management Customer Service Sales Microsoft Office Event Management

Brian Collins Education Details

Frequently Asked Questions about Brian Collins

What company does Brian Collins work for?

Brian Collins works for Wiley

What is Brian Collins's role at the current company?

Brian Collins's current role is Data Scientist.

What schools did Brian Collins attend?

Brian Collins attended University Of Portsmouth, Oxford Brookes University, Canterbury Christ Church University.

What skills is Brian Collins known for?

Brian Collins has skills like Publishing, Digital Copyright, Publications, Academic Writing, Proofreading, Editing, Relationship Building, Social Media, Film, Management, Marketing, Retail.

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