Akos Mate
Data Engineer
Budapest, Hungary
Summary
👤
Senior🎓
Top SchoolAkos Mate is a data engineer with nine years of experience who blends academic rigor from a PhD track with hands-on production work in LLMs, vector databases, and cloud/noSQL pipelines. Based in Budapest, he has transitioned research-grade text mining and large-scale text classification expertise into deployable systems for institutions like the IMF and national research centres. He teaches and consults regularly, having built recommender and demand-forecasting systems for e-commerce clients while also instructing advanced methods and R courses. At IdomSoft he focuses on in-house LLM serving and observability across multiple Kubernetes clusters, demonstrating a rare mix of model-level ML competence and operational engineering. Colleagues describe him as a collaborative researcher-engineer who favors explainable, team-driven solutions and continually moves ideas from prototype to production.
9 years of coding experience
7 years of employment as a software developer
Visiting PhD Researcher, Visiting PhD Researcher at KU LeuvenDoctor of Philosophy (PhD), Doctor of Philosophy (PhD) at Central European UniversityInternational Economy and Business, MA, International Economic Analysis, International Economy and Business, MA, International Economic Analysis at Budapest Corvinus UniversityInternational Business, BA, International Business, BA at Budapesti Mûszaki és Gazdaságtudományi Egyetem / Technical University of Budapest
English, French
Github Skills (49)
bookdown8
missing-data8
r8
digital-humanities7
mining7
text-mining7
r-programming6
textbook6
r-package4
haddock3
groff3
texinfo3
writers2
llm2
microsoft-word2
Programming languages (5)
Github contributions (5)
poltextlab/text_mining_with_r
Feb 2021 - May 2021
Online version of the Hungarian textbook on text mining with R.
Contributions:70 PRs, 38 pushes, 1 branch in 3 months
miningr-programmingtextbookmissing-datadata-visualisation
poltextlab/tankonyv
May 2021 - Sep 2023
Contributions:30 pushes, 1 branch in 2 years 5 months
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