Maria Grigorieva
Scientific Researcher at Московский Государственный Университет им. М.В. Ломоносова (МГУ)
Moscow, Moscow City, Russia
Summary
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Senior🎓
Top SchoolMaria Grigorieva is a scientific researcher and PhD in Computer Science with 11+ years of experience building data analytics, monitoring and visual-analytic systems for mega-science projects, notably as an ATLAS (CERN) collaborator since 2015. She has led teams of 8–10 researchers, secured recurring grants (~€90k/yr and multi-million-ruble RSF awards), and translated large-scale distributed computing telemetry into operational improvements for Grid and HPC infrastructures. Maria is the creator of ClusterLogs, an open-source framework for automated log-message clustering, and has published 30+ peer-reviewed papers with applied work showcased on her operational analytics GitHub. Her technical toolkit spans Python, Celery, NoSQL, ElasticSearch/Cassandra, ML/NLP, and visualization stacks (Tableau, Grafana, Superset, Plotly/Dash), enabling end-to-end data ingestion, aggregation and prescriptive analytics. Known for a collaborative, sociable style, she balances hands-on system design with administrative leadership and teaching, having developed a masters course on IT in mega-science experiments. An uncommon strength is her track record of converting experimental log and workload analysis into concrete compute-efficiency gains across distributed research infrastructures.
11 years of coding experience
13 years of employment as a software developer
specialist, Computer Analyst in the Information Sphere, specialist, Computer Analyst in the Information Sphere at Russian State University for the HumanitiesДиплом специалиста по инженерной специальности, Информационные технологии, Информатик-аналитик в информационной сфере, Диплом специалиста по инженерной специальности, Информационные технологии, Информатик-аналитик в информационной сфере at Russian University of HumanitiesDoctor of Philosophy - PhD, Information Technology, Doctor of Philosophy - PhD, Information Technology at ITMO University
Github Skills (39)
error-log10
graph9
canvas8
crf8
javascript8
html7
computational-linguistics6
keyword6
pdf6
metadata6
atlas6
keyword-extraction6
visualization5
sentencepiece5
transformers4
Programming languages (7)
Github contributions (5)
kiae-grid/panda-bigmon-lsst
Feb 2015 - Sep 2015
Contributions:223 pushes, 1 branch in 7 months
lsstmonitoringbigpandagrafana
maria-grigorieva/operational-analytics
Nov 2021 - Sep 2024
Contributions:82 pushes, 1 branch in 2 years 11 months
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