Jarkko Lagus
Staff AI Engineer at Gosta Labs
Helsinki, Finland
Summary
👤
Senior🎓
Top SchoolJarkko Lagus is a Staff AI Engineer based in Helsinki with 13 years of experience bridging machine learning research and production software, and a PhD in computer science focused on NLP and document representation. He has built greenfield ML systems and large-scale document processing pipelines across health, patent, accounting and education domains, specializing in LLM-based text generation and vector search. At IPRally and Gosta Labs he researched graph-based document representations and search-optimized classification, turning academic methods into production-ready pipelines. Comfortable across research and engineering, he moves models from prototype to production while keeping an eye on efficiency and semantic fidelity. A lifelong learner with an entrepreneurial start and even a background teaching music, he brings a rare mix of rigorous research, product-minded engineering and cross-domain pragmatism.
13 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of HelsinkiEngineer's degree Information technology, Engineer's degree Information technology at Saimaan ammattikorkeakouluDatanomi Information Technology, Datanomi Information Technology at Palvelualojen koulu, Imatra
Finnish, English, Swedish
Github Skills (2)
mathematics5
machine-learning4
Programming languages (1)
Github contributions (5)
jalagus/glowing-octo-nemesis
Apr 2013 - Apr 2013
Contributions:81 commits in 1 day
jalagus/sentence-transformers
Feb 2020 - Apr 2020
Sentence Embeddings with BERT & XLNet
Contributions:3 pushes, 1 branch in 2 months
nlpsentencexlnetbertembeddings
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