Eric Dos Santos
Postdoctoral Researcher at Insight Research Ireland Centre for Data Analytics
Dublin, Ireland
Summary
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Senior🎓
Top SchoolEric Dos Santos is a postdoctoral researcher and AI practitioner with a decade of experience bridging research and production in XAI, data engineering, and business intelligence. He holds a PhD in Artificial Intelligence from Dublin City University and has led projects applying explainable AI to medical imaging, recruitment, and video classification through collaborations with Insight Research and Imperial College London. With a background in systems architecture, ETL, and AWS data pipelines, he moves fluently between research on deep representations and hands-on implementation of scalable data systems. He has taught business intelligence and programming, acted as a technical coordinator/Scrum Master, and brings practical product-side experience from roles in data science and engineering. Notably, his doctoral work focused on extracting concepts, relations, and rules from CNN representations—reflecting a rare blend of symbolic and deep learning expertise.
10 years of coding experience
8 years of employment as a software developer
Johns Hopkins UniversityEnglish Interchange, English Language and Literature/Letters, English Interchange, English Language and Literature/Letters at ISI DublinMaster’s Degree, Computer Science, Master’s Degree, Computer Science at Universidade Federal do Rio de JaneiroUniversity of California, San DiegoDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Dublin City UniversityBachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Universidade Gama Filho
Portuguese, English
Stackoverflow
1reputation
0reached
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Github Skills (18)
osc6
deep-learning3
pytorch3
machine-learning3
graph2
nlp2
natural-language-processing2
tensorflow2
knowledge-graph2
incremental-learning1
cortex1
bart1
cms1
artificial-intelligence1
rdf1
Programming languages (5)
Github contributions (5)
EricFerreiraS/disentangled_representation-concept_ranking
Jul 2022 - Jul 2024
Contributions:7 pushes, 1 branch, 1 comment in 2 years
vhmeirelles/geocluster
Jan 2016 - Mar 2016
Contributions:17 pushes, 3 branches in 1 month
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