Diego Collarana
Head Of Knowledge-Enhanced Foundational Models For Data Analytics
Dresden, Saxony, Germany
Summary
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Senior🎓
Top SchoolDiego Collarana is a research-driven engineering leader with 10+ years building knowledge-enhanced AI systems, currently heading efforts on integrating knowledge graphs with foundational LLMs for enterprise data analytics at Fraunhofer FIT. He combines a PhD in computer science with hands-on expertise in Java, Scala, Python, TensorFlow and PyTorch to design conversational assistants that reduce hallucination and improve updateability and factual grounding. His career spans leading teams and projects across Fraunhofer institutes, academia (University of Bonn), and industry, plus directing an institute for computational intelligence in Bolivia, reflecting a rare blend of research, productization, and cross-cultural management. Diego’s approach emphasizes rigorous validation and benchmarking of LLM outputs against KGs, enabling adaptable domain-specific fine-tuning for evolving business needs. Fluent in four languages, he is as comfortable communicating strategy to stakeholders as he is iterating model architectures in the lab. An often-overlooked strength is his sustained focus on operationalizing semantic technologies—turning deep research into reliable, production-ready systems.
10 years of coding experience
19 years of employment as a software developer
Bachelor Computer Systems Engineering, Bachelor Computer Systems Engineering at Universidad Católica BolivianaEuropean Master on Software Engineering - 2nd Year Computer Software Engineering, European Master on Software Engineering - 2nd Year Computer Software Engineering at RPTU Kaiserslautern-LandauPhD in Computer Science Combining Knowledge Graphs and Deep Learning to build Enterprise Information Systems, PhD in Computer Science Combining Knowledge Graphs and Deep Learning to build Enterprise Information Systems at The University of BonnEuropean Master on Software Engineering - 1rst Year Software Engineering, European Master on Software Engineering - 1rst Year Software Engineering at Universidad Politécnica de Madrid
English, Spanish, French, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (50)
reactive10
java10
jvm9
scala9
python9
machine-learning9
graph9
knowledge-graph9
deep-learning9
restful9
playframework9
nlp9
cuda9
silk8
linked-data8
Programming languages (7)
Github contributions (5)
LiDaKrA/data-integration-workspace
Feb 2016 - Nov 2017
Contributions:2 releases, 4 PRs, 32 pushes in 1 year 9 months
silkpython
RDF-Molecules/sim_service
Mar 2017 - Apr 2018
Contributions:2 releases, 18 pushes, 1 branch in 1 year 1 month
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