Dimаs Muñoz
Senior Software Engineer at CrowdStrike
Madrid, Community of Madrid, Spain
Summary
👤
Senior🎓
Top SchoolDimas Muñoz is a Senior/Principal Software Engineer with nine years of experience building petabyte-scale, real-time data processing systems and machine learning infrastructure for fast-moving startups. He has led ML architecture and productionization efforts—designing high-throughput ingestion, custom log transformation algorithms, and UEBA-style anomaly detection—while bridging research and engineering across cross-functional teams. His background spans NLP, time-series forecasting, synthetic data and conditional text generation in non-English languages, with academic work and open-source projects (including transformer and nested NER implementations) underpinning his applied research. Based in Madrid, he pairs hands-on systems design and REST API development with a track record of deploying models in distributed big-data environments, and he’s known for translating deep research into reliable, production-ready services.
9 years of coding experience
7 years of employment as a software developer
Master's degree Data Scientist, Master's degree Data Scientist at Higher School of EconomicsBachelor's degree Software Engineering, Bachelor's degree Software Engineering at Universidad Rey Juan Carlos
spanish (español), English
Github Skills (45)
intellij9
deploying9
document-classification9
text-mining9
roberta8
classification8
lstm8
svm8
java8
similarity8
keras-tensorflow8
entity7
linear-algebra7
artificial-intelligence7
spark7
Programming languages (5)
Github contributions (5)
DimasDMM/live-timing-strategy
Jul 2020 - Oct 2023
Data analysis of real-time data of go-kart races.
Contributions:1 release, 8 PRs, 170 pushes in 3 years 3 months
golangrealtimedata-analysiskartraces
DimasDMM/text-classification
Apr 2020 - Aug 2020
Performance comparison of different algorithms for text classification: LSTM, SVM and RoBERTa.
Contributions:15 commits, 18 pushes, 1 branch in 3 months
bertnatural-language-processingclassificationsvmdocument-classification
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