Christopher Ince
Chief Architect at WrangleWorks- Claim this Profile
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Bio
Credentials
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Certified Configuration Engineer
PricefxJul, 2020- Oct, 2024 -
Level 3 Award in Leadership and Mangement
Institute of Leadership & Management (ILM)Jan, 2015- Oct, 2024
Experience
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WrangleWorks
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United States
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Information Services
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1 - 100 Employee
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Chief Architect
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Apr 2021 - Present
A tech start-up using machine learning to automatically clean and enrich large volumes of business data quickly and effectively. - Established the back-end architecture, hosted on AWS, based on microservices connected by an API, deployed as containers/lambda functions. - Integrated SSO (OAuth/OIDC) to secure the company’s applications and API. - Developed and deployed machine learning models for data cleaning (Python/TensorFlow): # Models including classification, entity recognition and semantic similarity. # Techniques including transformers, CNNs, word vectors/embeddings and transfer learning. - Published an Excel Add-In (JavaScript/React) to utilize and train the above models directly in Excel, in real time. - Developed a python package (‘Wrangles’) to encapsulate the above capabilities for integration into company and third-party systems. Show less
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Freelance
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Egypt
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Human Resources
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1 - 100 Employee
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Data Engineer
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Oct 2018 - Dec 2020
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Rubix
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Banking
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European Pricing Lead
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Mar 2017 - Sep 2018
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Brammer UK
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United Kingdom
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Industrial Machinery Manufacturing
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1 - 100 Employee
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CSS Manager - Pricing
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May 2013 - Feb 2017
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CSS Analyst
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Nov 2009 - Apr 2013
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Education
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2006 - 2009
The University of Manchester
Bachelor of Science (BSc), Physics With Theoretical Physics -
1999 - 2006
St Mary's Catholic College, Blackpool
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