Daria Malkova

Software Engineer at Innova

Serbia
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Summary

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Daria Malkova is a software engineer with five years of experience building distributed data and backend systems, currently based in Serbia and working at Innova. She has deep practical experience with Apache Beam, Kafka, Pub/Sub and GCP Dataflow from multi-year vendor engagements with Google and Akvelon, where she also helped design the Beam Playground and led teams implementing cross-language SDK workers. Her background spans big data engineering, backend C++/Python systems for high-volume government reporting, and applied machine learning projects including a GPT-2 based text generation service and ML internships curriculum. Daria’s early research in computational topology and image analysis informs a rigorous, mathematically grounded approach to feature design and large-dataset problems—an uncommon blend for an engineering-focused profile. Colleagues describe her as a hands-on technical lead who translates business needs into robust architectures while staying involved in implementation.
code5 years of coding experience
job10 years of employment as a software developer
bookMaster's degree Computational and Applied Mathematics, Master's degree Computational and Applied Mathematics at Yaroslavl Demidov State University
bookMunicipal Educational Institution, Gymnasium №3
languagesRussian, English
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Stackoverflow

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Github Skills (23)

python10
beam10
big-data10
apache10
java10
sql10
data-processing10
golang10
batch10
apache-beam10
streaming10
streaming-data10
stream-processing8
spanner6
google-cloud-platform6

Programming languages (1)

Java

Github contributions (4)

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akvelon/beam

Dec 2020 - Mar 2022

Apache Beam is a unified programming model for Batch and Streaming
Contributions:142 reviews, 38 PRs, 361 pushes in 1 year 3 months
stream-processingbeambatchstreamingapache
akvelon/DataflowTemplates

Dec 2020 - Sep 2021

Google-provided Cloud Dataflow template pipelines for solving simple in-Cloud data tasks
Contributions:8 reviews, 7 PRs, 41 pushes in 9 months
data-cloudgcpsolvinggoogle-cloud-platformbigquery
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Daria Malkova - Software Engineer at Innova