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Vadim Markovtsev

About Me

Vadim Markovtsev is Distinguished Machine Learning Engineer at source{d}, and  Google Developer Expert in Machine Learning. He has authored 5 scientific papers and has spoken at many conferences.

What is Machine Learning on Code?

Machine Learning on Code (MLonCode) is a new interdisciplinary field of research related to Natural Language Processing, Programming Language Structure, and Social and History analysis such contributions graphs and commit time series. MLonCode aims to learn from large scale source code datasets in order to automatically perform software engineering tasks such as assisted code reviews, code deduplication, software expertise assessment, etc. Some MLonCode problems require zero error rate, such as those related to code generation. A tiny, single misprediction may lead to the whole program's compilation failure.

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