Antonio Jose Jimeno Yepes
Summary
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RockstarAntonio Yepes is a Principal Researcher and Principal Data Scientist based in the San Francisco Bay Area, holding concurrent roles at RMIT University and unstructured.io. He brings nine years of focused experience translating deep learning research into production AI, notably leading document-understanding and explainability efforts at IBM that were productized. His work spans biomedical NLP, ontologies and information extraction—from supporting MetaMap and gene/variant curation pipelines to routing clinical notes—informing robust pipelines for messy, real-world text. He also researched neuromorphic TrueNorth chips and developed a feedforward training algorithm presented at IJCAI, highlighting expertise in low-power and specialized neural implementations. By combining ontology-driven IR with practical explainable deep learning, he excels at turning complex scientific language into scalable, production-ready systems.
10 years of coding experience
Github Skills (35)
labeling10
data-pipelines10
preprocessing10
data-science10
langchain10
ocr10
pdf-to-text10
pdf10
machine-learning10
donut10
docx10
information-retrieval10
ml10
llm10
mlops10
Programming languages (5)
Github contributions (5)
ajjimeno/icdar-task-b
Mar 2021 - Mar 2022
Contributions:4 commits, 4 pushes, 1 branch in 11 months
ajjimeno/cpp-python-c-api
May 2022 - Aug 2024
Example of wrapping a C++ class to be used in python using the C-API
Contributions:2 PRs, 13 pushes, 3 branches in 2 years 3 months
apic-apipythonwrapping
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