Alex Berkovich
Senior Software Engineer at IPG Mediabrands
Petah Tikva, Center District, Israel
Summary
👤
Senior🎓
Top SchoolAlex Berkovich is a machine learning engineer with over a decade of hands-on experience building backend systems, data pipelines, and production ML services across Python and Java ecosystems. Currently at IPG Mediabrands he designs and implements SageMaker-based ML solutions, proprietary LLM chatbots using RAG and LangChain, and serverless APIs on AWS while also owning deployment and data integration concerns. He has deep familiarity with J2EE/Spring, big data stacks (Hadoop/Hive/EMR/Vertica), and a track record migrating monoliths to cloud-native architectures with Docker, Aurora Postgres, and custom deployment tooling. Alex pairs practical engineering—authoring open-source Python utilities inspired by Java tooling—with an appetite for challenging, non-boring problems and building systems from scratch. Based in Petah Tikva with a B.Sc. in Math and Computer Science, he brings both low-level integration experience (Mainframe EntireX, PL/SQL) and modern ML engineering practices to bridge legacy data platforms and cutting-edge AI.
10 years of coding experience
17 years of employment as a software developer
B.SC Math, Computer Science, B.SC Math, Computer Science at Ben-Gurion University of the Negev
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (115)
transformers10
pii10
python10
pydantic10
data-privacy10
chatgpt10
ai10
generative-ai10
gemini10
nlp10
typescript10
data-masking10
merge10
natural-language-processing10
sensitive-data10
Programming languages (7)
Github contributions (5)
alex-ber/AlexBerUtils
May 2019 - May 2025
AlexBerUtils is collection of the small utilities
Contributions:6 releases, 6 PRs, 198 pushes in 6 years
utilitiesazerothcorehelper
alex-ber/docker-hive
Aug 2019 - Jan 2020
Contributions:20 commits, 22 pushes, 1 branch in 4 months
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