{"id":653,"date":"2025-02-17T10:29:25","date_gmt":"2025-02-17T10:29:25","guid":{"rendered":"https:\/\/www.9senses.ai\/?p=653"},"modified":"2026-03-13T09:18:28","modified_gmt":"2026-03-13T09:18:28","slug":"653-2","status":"publish","type":"post","link":"https:\/\/www.9senses.ai\/de\/653-2\/","title":{"rendered":"Fatima Ahmedi"},"content":{"rendered":"
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Lernen Sie unser Team kennen<\/h4>\n<\/div><\/div>\n\n

Fatima Ahmedi<\/h1><\/div><\/div>\n<\/div>\n<\/div>\n\n
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Kernkompetenzen<\/p>\n<\/div><\/div>\n\n

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  • Machine Learning<\/span><\/span><\/span><\/span><\/span><\/span><\/li>\n\n
  • Visual Data Processing<\/span><\/span><\/span><\/span><\/span><\/span><\/li>\n\n
  • Software\u00adentwicklung<\/span><\/span><\/span><\/span><\/span><\/span><\/li>\n<\/ul>\n<\/div>\n\n
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    Fatima ist eine echte Expertin f\u00fcr maschinelles Lernen und Bildverarbeitung. Sie verf\u00fcgt \u00fcber fundierte Kenntnisse in der Python-Entwicklung und anderen Programmiersprachen (wie Java, JavaScript, C#). Ihre Kernkompetenz liegt darin, solide Hybridl\u00f6sungen zwischen dem zu finden, was KI leisten kann, und dem, was eine solide Programmierung erfordert.<\/span><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n

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    Referenzprojekte<\/h2>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n
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    \uf074<\/span><\/span><\/div>

    Elektrischer Schaltermonitor<\/h3>

    \u00d6ffentliche Verkehrsmittel: Einsatz KI-gesteuerter Bildverarbeitung, um altmodische elektrische Relais zu \u00fcberwachen und auch potenzielle Ausf\u00e4lle f\u00fcr die vorausschauende Wartung zu bewerten.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n\n

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    \uf773<\/span><\/span><\/div>

    Wasserkraftwerkssteuerung<\/h3>

    Wasserkraftwerke: Erstellung einer Steuerungs- und \u00dcberwachungsl\u00f6sung f\u00fcr alle Anlagenoperationen, einschlie\u00dflich vorausschauender Wartung und Eindringlings\u00fcberwachung.<\/p>\n<\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n

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    \uf057<\/span><\/span><\/div>\n\n

    Electrical Switch Monitoring<\/h1><\/div><\/div>\n\n

    For a public transportation network, the objective was to optimize the monitoring of their legacy electrical switchboards. These decade-old items that are often located in very remote areas are prone to failures and tracking of errors was not possible. The objective was to enable real-time tracking and the recognition of upcoming failures from changed switching behavior. The key elements were:<\/p>\n

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    • Development of specific hardware configuration with custom housings (3D printed) to mount instead of regular switchboard covers;<\/li>\n
    • Camera control and initial image generation on Raspberry Pi integrated in housing;<\/li>\n
    • Initial scan of switch layout and labels;<\/li>\n
    • Identification of switching operations and registration of new positions;<\/li>\n
    • Identification of irregular switching patterns (delays, other irregularities) to indicate upcoming failures for predictive maintenance;<\/li>\n
    • Update of central database and cloud solution with last state and observed switching patterns;<\/li>\n<\/ul>\n

      The solution was implemented using Python on Raspberry Pi devices, backbone and cloud processing were done using a LAMP stack, using PyTorch, TensorFlow and OpenCV.<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

      Fatima ist eine echte Expertin f\u00fcr maschinelles Lernen und Bildverarbeitung. Sie verf\u00fcgt \u00fcber fundierte Kenntnisse in der Python-Entwicklung und anderen Programmiersprachen (wie Java, JavaScript, C#). Ihre Kernkompetenz liegt darin, solide Hybridl\u00f6sungen zwischen dem zu finden, was KI leisten kann, und dem, was eine solide Programmierung erfordert.<\/p>","protected":false},"author":1,"featured_media":768,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13,17,18],"tags":[],"class_list":["post-653","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machine-learning","category-software-development","category-vision-processing"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts\/653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/comments?post=653"}],"version-history":[{"count":0,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/posts\/653\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/media\/768"}],"wp:attachment":[{"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/media?parent=653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/categories?post=653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.9senses.ai\/de\/wp-json\/wp\/v2\/tags?post=653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}