Lyublena Antova

Staff Software Engineer at MongoDB

Sofia, Sofia-City, Bulgaria
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Summary

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Lyublena Antova is a Staff Software Engineer based in Sofia with a deep focus on query optimization and distributed SQL engines, currently at MongoDB after leading Presto query optimizer efforts at Meta. She has over a decade of experience building modern query optimizers as an early engineer on Orca and later at Datometry, where her work produced patents and SIGMOD publications. Her contributions to the open-source Presto project include performance and observability improvements—optimizing joins over map columns and adding debugging session properties—that reflect a strong pragmatic approach to production systems. Lyublena combines research-grade rigor (PhD-level training and VLDB-published work on history-based optimization) with hands-on engineering and team-building, having helped hire and mentor engineers early in Datometry’s growth. Colleagues would describe her as someone who bridges academic research and product-grade implementation, translating novel optimization ideas into measurable system improvements.
code4 years of coding experience
job15 years of employment as a software developer
bookMSc Computer Science, MSc Computer Science at Universität des Saarlandes
bookExchange student Computer Science, Exchange student Computer Science at Catholic University of Eichstätt-Ingolstadt
bookPhD Computer Science, PhD Computer Science at Cornell University
bookBSc Computer Science, BSc Computer Science at Sofia University St. Kliment Ohridski
bookLanguage School "Joan Ekzarh"
languagesEnglish, German
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Github Skills (11)

javas10
big-data10
sql-query10
query-optimization10
presto10
sql10
java10
data-model10
user-data10
data-set10
hadoop9

Programming languages (2)

JavaPython

Github contributions (5)

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prestodb/presto

Apr 2022 - Apr 2022

The official home of the Presto distributed SQL query engine for big data
Role in this project:
userBack-end Developer
Contributions:332 reviews, 1 commit, 54 PRs in 1 day
Contributions summary:Lyublena contributed to the Presto query engine by implementing and optimizing various aspects of the query planning and execution. Their work included refactoring and enhancing existing features, such as the PullConstantsAboveGroupBy rule, and optimizing joins over tables with map columns. They also introduced functionalities like tracking of applicable optimizations and session properties for debugging. The user's efforts focused on improving the performance, maintainability, and observability of the Presto engine.
distributed-sqlquerybigdataquery-enginesql
mlyublena/presto

Mar 2022 - Mar 2024

The official home of the Presto distributed SQL query engine for big data
Contributions:349 pushes, 29 branches in 2 years
jdbchbasebigdatabig-datatrino
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Lyublena Antova - Staff Software Engineer at MongoDB