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.
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Data ScientistWileyEngland, United Kingdom -
Data ScientistWiley Jul 2024 - Present -
Associate Data ScientistWiley Dec 2021 - Jul 2024I 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. -
Senior Journals Publishing ManagerWiley Jul 2021 - Nov 2021Responsible 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. -
Journals Publishing ManagerWiley Nov 2017 - Jun 2021 -
Associate Journals Publishing ManagerJohn Wiley And Sons Jul 2016 - Oct 2017Chichester -
Senior Journals Publishing AssistantJohn Wiley And Sons May 2015 - Jun 2016ChichesterSupported 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. -
Permissions AssistantJohn Wiley And Sons May 2014 - Apr 2015ChichesterOverview and granting of third-party permissions request for copyrighted content in addition to administrative support for Reproduction Rights Organisation (RRO) contracts and associated revenue. -
Operations ManagerCineworld Cinemas Ltd Aug 2010 - Apr 2014Chichester
Brian Collins Skills
Brian Collins Education Details
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Distinction -
Distinction -
2:1 (Hons)
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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Brian Collins
Consultant On Antennas, Propagation And Radio Systems: Antenna Design And Integration. Unusual Applications A Speciality.Ely4ieee.org, virgin.net, antenova.com, bscassociates.co.uk -
Brian Collins
Lincolnshire -
Brian Collins
United Kingdom4msxi.com, bluewin.ch, hbfuller.com, ct.catapult.org.uk -
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London
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