Jhon Cerón-guzmán

PhD Candidate

Eindhoven, North Brabant, Netherlands
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Summary

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Senior
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Jhon Cerón-guzmán is a PhD-trained data scientist and HCI researcher with 14 years of experience building user-centered, AI-driven products across academia and industry. He blends rigorous qualitative and quantitative methods—experiments, SEM, thematic analysis, and hypothesis testing—with practical ML engineering in Python (PyTorch, scikit-learn) to create recommender systems, NLP solutions, and productionized models. At Eindhoven University of Technology he led research translating peer support needs of older adults into LLM-enabled recommenders validated through user-centric evaluations, while in industry he led a cross-functional data team to deploy customer-behavior models for marketing and fraud prevention. Comfortable shipping end-to-end systems, he also develops mobile apps with React Native and designs relational and NoSQL databases. Known for mentoring and making research actionable, he consistently bridges academic insight and business impact in digital health and financial services. Based in Bogotá, he brings a pragmatic, user-focused approach to AI that prioritizes real-world adoption and measurable outcomes.
code14 years of coding experience
job8 years of employment as a software developer
bookMaster of Engineering (M.Eng.), Systems and Computer Engineering, Master of Engineering (M.Eng.), Systems and Computer Engineering at Universidad Nacional de Colombia
bookDoctor of Philosophy - PhD, Human-Computer Interaction (HCI), Doctor of Philosophy - PhD, Human-Computer Interaction (HCI) at Eindhoven University of Technology
bookBachelor of Engineering (B.Eng.), Computer Engineering, Bachelor of Engineering (B.Eng.), Computer Engineering at Universidad Cooperativa de Colombia
languagesSpanish, English
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Stackoverflow

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11reputation
414reached
0answers
1question
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Github Skills (2)

scrapy6
python6

Programming languages (1)

Jupyter Notebook

Github contributions (5)

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jacerong/normalesp

May 2017 - Dec 2017

Contributions:51 commits, 15 pushes, 1 branch in 7 months
delacuesta13/Who-am-I

Mar 2012 - Dec 2012

Contributions:289 commits in 9 months
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Jhon Cerón-guzmán - PhD Candidate