Ernests Lavrinovics
Machine Learning Researcher at CERN
Copenhagen, Capital Region of Denmark
Summary
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Top SchoolErnests Lavrinovics is a machine learning researcher and PhD fellow based in Copenhagen with eight years of experience spanning NLP, LLM factuality, knowledge graphs, and applied software engineering. He combines academic rigor—evidenced by publications and a visible scholar profile—with hands-on systems work from audio research and VR at Fraunhofer to production engineering and Android development. Currently splitting time between a PhD project on explainability of LLMs using ontologies and applied ML model quantization at CERN, he focuses on reducing hallucinations and improving factual grounding in large models. His background in audio and diffusion-based speech enhancement gives him a rare edge in generative modeling and signal-aware ML, while his teaching and tooling experience ensures results are reproducible and production-ready.
7 years of coding experience
9 years of employment as a software developer
MSc Medialogy, MSc Medialogy at Aalborg UniversityBSc(Hons) Audio Engineering, BSc(Hons) Audio Engineering at Solent UniversityExchange MSc Computer Science, Exchange MSc Computer Science at Københavns Universitet - University of CopenhagenGuest Student, Guest Student at IT-Universitetet i KøbenhavnHigher Education + ElectroTechnician qualification, Higher Education + ElectroTechnician qualification at Rigas Tehniska Koledza
German, Latvian, Russian, English
Github Skills (84)
keras10
api9
hyperparameter-tuning9
collaboration9
openvr9
reinforcement-learning9
data-versioning9
3d-reconstruction8
cli8
ai8
deep-learning8
hyperparameter-optimization8
hololens8
machine-learning8
visualization8
Programming languages (9)
Github contributions (5)
ernijsyoyo/ImageColoration
Nov 2021 - Jan 2022
Contributions:13 commits, 28 pushes, 4 branches in 1 month
ernlavr/SPClient
Oct 2021 - Jul 2023
Contributions:1 PR, 13 pushes, 1 branch in 1 year 8 months
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