Alex Berkovich
Machine Learning 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.
9 years of coding experience
16 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 (130)
pii10
pluggable10
python10
pip10
prose10
data-protection10
data-loss-prevention10
presidio10
sdk10
python-interface10
data-masking10
installer10
hiveserver210
privacy-protection10
de-identification10
Programming languages (7)
Github contributions (5)
alex-ber/alpine-anaconda3
Jan 2020 - May 2021
Contributions:1 release, 28 commits, 31 pushes in 1 year 5 months
alex-ber/AlexBerUtils
May 2019 - Apr 2025
AlexBerUtils is collection of the small utilities
Contributions:6 releases, 6 PRs, 196 pushes in 5 years 11 months
utilitiesazerothcorehelper
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.