Ed Collins
Founding Machine Learning Engineer at Fifth Dimension AI
England, United Kingdom
Summary
👤
Senior🎓
Top SchoolEd Collins is a founding machine learning engineer with 11 years' experience focused on practical NLP and deep learning, currently building the core AI product at Fifth Dimension AI. He has led NLP engineering at Wluper and built end-to-end summarisation systems during his MEng work at UCL, with a persistent emphasis on automated scientific paper summarisation. Comfortable shipping production systems, he has experience across data portals, speech-enabled web experiments, and AR prototypes, demonstrating breadth from web ops to research-driven models. Based in England, he prefers applied solutions over theoretical work and excels at turning research ideas into usable products. An attention to user-centred design and deployment (AWS/LAMP, Heroku, SSL) underpins his engineering approach, enabling rapid iteration from prototype to production.
11 years of coding experience
6 years of employment as a software developer
Sutton Valence SchoolUniversity College London
Github Skills (12)
machine-learning-models9
machine-learning8
natural-language-processing8
python8
dialogue-systems7
nlp6
data-science6
annotator4
naming2
computer-vision1
deep-learning1
tensorflow1
Programming languages (2)
Github contributions (5)
EdCo95/text-summarization
Jul 2016 - Sep 2016
Contributions:12 commits, 11 pushes, 1 branch in 2 months
EdCo95/scientific-paper-summarisation
Jun 2017 - Nov 2017
Machine learning models to automatically summarise scientific papers
Contributions:22 commits, 23 pushes, 1 branch in 5 months
pythonscientific-papersdata-sciencemachine-learningautomatic-summarization
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