{"id":5075,"date":"2019-07-11T09:34:47","date_gmt":"2019-07-11T07:34:47","guid":{"rendered":"https:\/\/www.kayrros.com\/?p=5075"},"modified":"2024-03-14T14:29:58","modified_gmt":"2024-03-14T13:29:58","slug":"inside-kayrros-data-scientist-vincent-chabot-talks-nlp-and-the-fast-paced-tech-core-of-the-company","status":"publish","type":"post","link":"https:\/\/kayrrosdev.sitalacarte-consulting.fr\/de\/inside-kayrros-data-scientist-vincent-chabot-talks-nlp-and-the-fast-paced-tech-core-of-the-company\/","title":{"rendered":"Inside Kayrros: Data Scientist Vincent Chabot talks NLP and the fast-paced tech core of the company"},"content":{"rendered":"

\u201cIf two sentences have exactly the same meaning but no word in common, how do you make a machine understand that they mean the same thing?\u201d<\/h2>\n

Down below rue la Fayette in the Paris office of Kayrros, Vincent Chabot leads the initiative of designing the \u201cintermediate universe\u201d of natural language processing (NLP), the intersection between human language and its meaning to a machine. How can meaning be translated into a quantitative representation that a computer understands? The challenge is training a machine to search through immense quantities of text-based internet data and group together various streams of text conveying the same message, regardless of whether the words used to describe it are the same.<\/p>\n

\u201cI discovered data science during an internship, and I loved it. So, I went to New York University (NYU). They have a data science department founded by Yann LeCun, who is one of the three fathers of deep learning. I spent two years there, and had the chance to work with a research team in NLP, which is that part of data science where you work on \u2018text\u2019 data, so you try to go from French, English or any other language and its semantics into a mathematical representation.\u201d<\/p>\n

NLP is emerging as a tool that will transcend pure language applications<\/h2>\n

Though originally stemming from the idea of automated translation, NLP is emerging as a tool that will transcend pure language applications. Kayrros uses NLP to monitor major disruptive events in realtime by searching the internet for indications of incidents like facility outages, unexpected shutdowns and LNG plant restarts.<\/strong> <\/a>In today\u2019s interconnected world, on-site observers hit Tweet before media outlets catch wind.<\/p>\n

\u201cWhat we do at Kayrros is super exciting. We started with energy, which is why I came here. Now, we\u2019re adding to our capabilities by expanding our asset observation into new global markets. All of the new projects we\u2019re working on are really cool, like 3D digital asset mapping. We use innovative technology, and our clients are telling us that we\u2019re giving them information unlike anything they\u2019ve had before.\u201d<\/p>\n

Kayrros teams work on a variety of different projects across different types of data streams, from optical and radar satellite imagery to AIS marine signals and global asset observation. The company culture promotes autonomy and experimentation in a fast-growing environment \u2014 something that drew Vincent to Kayrros in 2017.<\/p>\n

\u201cI wanted to join a very early-stage company with a really high growth potential. Today it\u2019s both challenging and high-level in terms of tech and data science.<\/p>\n

Everything is fast-paced at Kayrros \u2014 that\u2019s what I tell to people who join. Recently, we had the case of one or two interns that really wanted an internship mission description. I can\u2019t provide that, because new projects come in every day. You can ask me one month in advance, but if I tell you \u2018you\u2019re going to work on this,\u2019 you\u2019re going to come and switch projects. The two new interns were really nervous \u2014 I said don\u2019t worry. Everything we do is exciting, it\u2019s just a matter of ok, what are we working on tomorrow.\u201d<\/p>","protected":false},"excerpt":{"rendered":"

\u201cIf two sentences have exactly the same meaning but no word in common, how do you make a machine understand that they mean the same thing?\u201d Down below rue la Fayette in the Paris office of Kayrros, Vincent Chabot leads the initiative of designing the \u201cintermediate universe\u201d of natural language processing (NLP), the intersection between … Weiterlesen<\/a><\/p>","protected":false},"author":1,"featured_media":5076,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[10,9],"tags":[130],"class_list":["post-5075","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company","category-technology","tag-blog"],"acf":[],"yoast_head":"\nInside Kayrros: Data Scientist Vincent Chabot talks NLP and the fast-paced tech core of the company - Kayrros<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kayrrosdev.sitalacarte-consulting.fr\/de\/inside-kayrros-data-scientist-vincent-chabot-talks-nlp-and-the-fast-paced-tech-core-of-the-company\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inside Kayrros: Data Scientist Vincent Chabot talks NLP and the fast-paced tech core of the company - Kayrros\" \/>\n<meta property=\"og:description\" content=\"\u201cIf two sentences have exactly the same meaning but no word in common, how do you make a machine understand that they mean the same thing?\u201d Down below rue la Fayette in the Paris office of Kayrros, Vincent Chabot leads the initiative of designing the \u201cintermediate universe\u201d of natural language processing (NLP), the intersection between ... 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