{"id":142256,"date":"2021-03-16T09:08:48","date_gmt":"2021-03-16T09:08:48","guid":{"rendered":"https:\/\/devdays.lt\/?page_id=142256"},"modified":"2021-03-19T13:18:33","modified_gmt":"2021-03-19T13:18:33","slug":"andrei-varanovich","status":"publish","type":"page","link":"https:\/\/devdays.lt\/andrei-varanovich\/","title":{"rendered":"Andrei Varanovich"},"content":{"rendered":"

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Easter Offer: Get 3 For 2 tickets here!<\/a><\/p>\n

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DevDays Europe 2021<\/span><\/h1>\n
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\"date\"<\/p>\n

June 8-10<\/p>\n<\/div>\n

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\"venue\"<\/p>\n

Vilnius and Online<\/p>\n<\/div>\n<\/div>\n

[\/et_pb_fullwidth_header][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|tablet” _builder_version=”4.0.6″ background_enable_color=”off” custom_padding=”30px|||||” custom_padding_tablet=”30px||||false|false” custom_padding_phone=”0px||||false|false”][et_pb_row column_structure=”2_5,3_5″ _builder_version=”4.4.2″ background_color=”#ffffff” use_background_color_gradient=”on” background_color_gradient_start=”#c6c6c6″ background_color_gradient_end=”#ffffff” background_color_gradient_start_position=”19%” width_tablet=”100%” width_phone=”” width_last_edited=”on|phone” max_width=”850px” custom_margin=”||15px||false|false” custom_padding=”10px|0px|10px|0px|true|true” border_radii=”off|3px|3px||” border_radii_tablet=”off|0px|0px||” border_radii_phone=”” border_radii_last_edited=”on|desktop” box_shadow_style=”preset1″ locked=”off”][et_pb_column type=”2_5″ _builder_version=”3.29.3″][et_pb_image src=”https:\/\/devdays.lt\/wp-content\/uploads\/2021\/03\/DD_AndreiVaranovich_500x500_round.png” title_text=”DD_AndreiVaranovich_500x500_round” align=”center” _builder_version=”4.9.0″ max_width=”80%” custom_padding=”0px|||||”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_5″ _builder_version=”3.29.3″][et_pb_text _builder_version=”4.9.0″ text_font=”|600|||||||” text_text_color=”#509af5″ text_font_size=”30px” custom_margin=”30px||||false|false” custom_margin_tablet=”” custom_margin_phone=”0px||||false|false” custom_margin_last_edited=”on|phone” animation_style=”fade” animation_duration=”1200ms” text_orientation_tablet=”” text_orientation_phone=”center” text_orientation_last_edited=”on|phone”]<\/p>\n

Andrei Varanovich<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=”4.9.0″ text_text_color=”#424242″ text_font_size=”16px” custom_padding=”||10px||false|false” animation_style=”fade” animation_duration=”1200ms” animation_delay=”50ms” text_orientation_tablet=”” text_orientation_phone=”center” text_orientation_last_edited=”on|phone”]Position:<\/strong> Head of Data Science<\/p>\n

Company:<\/strong> Flo Health App<\/p>\n

Country:<\/strong> Germany[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=”on|tablet” _builder_version=”4.0.6″ background_color=”#ffffff” width_tablet=”100%” width_phone=”” width_last_edited=”on|tablet” max_width=”850px” max_width_tablet=”850px” max_width_phone=”” max_width_last_edited=”on|tablet” custom_padding=”30px|46px|30px|46px|false|true” custom_padding_tablet=”|30px||30px|true|true” custom_padding_phone=”|20px||20px|false|true” border_radii=”off|||3px|3px” box_shadow_style=”preset1″][et_pb_column type=”4_4″ _builder_version=”3.29.3″][et_pb_text _builder_version=”4.0.6″ text_font=”|600|||||||” text_text_color=”#509bf5″ text_font_size=”22px” header_font=”|600|||||||” header_text_align=”left” header_text_color=”#002258″ custom_margin=”||5px|0px” custom_padding=”10px|||” animation_style=”fade” animation_duration=”1200ms” animation_delay=”100ms”]<\/p>\n

Biography<\/p>\n

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Andrei Varanovich is a Head of Data Science at Flo where he leads the team of ML Engineers and Researchers working on major challenges in women’s health. He is passionate about technology, people, and professional communities. Andrei holds a PhD in Computer Science from the University of Koblenz-Landau, Germany.<\/p>\n

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Talk<\/p>\n

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Machine Learning: An Engineering Perspective<\/h1>\n

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Shipping Machine Learning into production turned out to be less about ML and more about Engineering. As Martin Zinkevich, Research Scientist at Google puts it: \u201cTo make great products, do machine learning like the great engineer you are, not like the great machine learning expert you aren\u2019t.\u201d<\/p>\n

In this talk we explore an experience of considering ML Engineering through the lens of best Software Engineering practices.<\/p>\n

We show scenarios on how such practices can help maturing ML processes, improve quality, and lead to better product metrics. Along the way, we also help you understand complex topics such as MLOps.<\/p>\n

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Session Keywords<\/p>\n

[\/et_pb_text][et_pb_code _builder_version=”4.9.0″ animation_style=”fade” animation_duration=”1200ms” animation_delay=”50ms”]<\/p>\n

<\/p>\n
🔑<\/span> MLOps <\/div>\n

<\/p>\n

🔑<\/span> ML Processes <\/div>\n

<\/div>\n

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\u00ab Back<\/p>\n

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