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Bij een ransomware-aanval dringt de aanvaller de IT-systemen van het slachtoffer binnen om het slachtoffer de toegang tot het systeem of de bestanden ontnemen. Vaak worden de bestanden ook versleuteld en in veel gevallen wordt er tegenwoordig ook (gevoelige) data gestolen. Slachtoffers krijgen vervolgens alleen maar weer toegang tot hun eigen bestanden als ze losgeld betalen aan de cybercriminelen. De cybercriminelen zetten de slachtoffers ook vaak onder druk door te dreigen met het lekken van de data. Op die manier hopen ze zo veel mogelijk losgeld te kunnen ontvangen.\r\n\r\n\u003C!-- \u002Fwp:paragraph --> \u003C!-- wp:paragraph -->\r\n\r\nOp dit moment bestaat er geen volledig beeld van de ransomware-aanvallen op instellingen en bedrijven in Nederland en de schade die daaruit voortkomt. Dit gebrek aan inzicht in de omvang en aard van het fenomeen hindert een effectieve aanpak van ransomware. Dialogic heeft daarom, in opdracht van het WODC, onderzocht wat op basis van bestaande databronnen kan worden gezegd over de ransomware-aanvallen op instellingen en bedrijven in Nederland in 2020, 2021 en 2022. In dit onderzoek zijn verschillende databronnen geanalyseerd, waaronder van virusscanaanbieders, incident responsebedrijven, cybersecurityverzekeraars, politieaangiftes en websites van ransomware-groepen. Deze bronnen geven niet het eenduidige beeld waar behoefte aan is, maar leveren gezamenlijk toch inzichten op die kunnen leiden tot een effectievere aanpak:\r\n\u003Cul>\r\n \t\u003Cli>E-mail (\u003Cem>phishing\u003C\u002Fem>) is de meest gebruikte methode om de IT-systemen van slachtoffers binnen te komen.\u003C\u002Fli>\r\n \t\u003Cli>Ransomware groepen publiceren aanvallen van Amerikaanse organisaties het vaakst op hun websites. Nederland staat in deze lijst op plek 12.\u003C\u002Fli>\r\n \t\u003Cli>Bedrijven in de industriële en financiële sector worden wereldwijd het vaakst getroffen. In 2021 was er echter een verdubbeling van aanvallen op bedrijven in de ICT-sector.\u003C\u002Fli>\r\n \t\u003Cli>Ransomware-aanvallen komen het vaakst voor bij grotere bedrijven met veel persoonsgegevens.\u003C\u002Fli>\r\n \t\u003Cli>Slachtoffers gaan minder vaak over tot het betalen van losgeld. Het gemiddeld betaalde losgeldbedrag is daarentegen wel gestegen.\u003C\u002Fli>\r\n \t\u003Cli>Het gevraagde losgeldbedrag is in veel gevallen hoger dan de uiteindelijk geleden financiële schade.\u003C\u002Fli>\r\n\u003C\u002Ful>\r\nVoor een betrouwbaar en eenduidig beeld raden de onderzoekers aan om een centraal punt in te stellen waar verschillende overheidsorganisaties (die nu vaak een deel van de puzzel in handen hebben) data met elkaar kunnen delen. Ook moet onderzocht worden onder welke voorwaarden commerciële partijen als de verzekeraars, virusscanaanbieders en incident response bedrijven data willen delen. Tenslotte is het ook van belang om de aangiftebereidheid onder slachtoffers van ransomware te verhogen. Aangiftes bij de politie bevatten veel informatie over de kenmerken van het slachtoffer en de aanval. Deze informatie kan vervolgens gebruikt worden bij de opsporing en aanpak van cybercriminelen.\r\n\r\n\u003C!-- \u002Fwp:paragraph --> \u003C!-- wp:paragraph -->\r\n\r\n\u003Ca href=\"https:\u002F\u002Frepository.wodc.nl\u002Fbitstream\u002Fhandle\u002F20.500.12832\u002F3292\u002F3375-ransomware-aanvallen-op-instelllingen-en-bedrijven-volledige-tekst.pdf?sequence=1&isAllowed=y\">Lees het hele rapport via deze link.\u003C\u002Fa>\r\n\r\n\u003C!-- \u002Fwp:paragraph 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en beleid",{"vakgebied":348},"Machine learning","Als breed geïnteresseerde onderzoeker bijt ik me vast in complexe vraagstukken. Met een achtergrond in zowel de wiskunde als de psychologie\u002Fneurowetenschappen kan ik deze vraagstukken van verschillende kanten belichten. Daarnaast heb ik een brede maatschappelijke interesse, wat zich uit in een divers palet aan onderzoeken binnen Dialogic.\r\n\r\nVoor ik bij Dialogic kwam werken ben ik gepromoveerd in de Cognitieve Neurowetenschappen aan de Universiteit van Melbourne, waar ik onderzocht heb hoe de hersenen kunnen acteren in het ‘nu’ terwijl ze door vertragingen in neurale signalen alleen informatie hebben over het verleden. In de bijbehorende onderzoeken heb ik met behulp van menselijke hersendata en machine learning getracht dit fundamentele vraagstuk te beantwoorden. Voor mijn promotie heb ik een bachelor in Liberal Ats and Sciences gedaan met een focus op Wiskunde en Psychologie aan University College Utrecht, een master in Neurowetenschappen aan University College London en gewerkt als softwareontwikkelaar.",14263,"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Ftessel-blom-89676a63\u002F?originalSubdomain=au",{"items":353,"total":107},[354],{"id":355,"title":356,"url":358,"parent":10},13577,{"rendered":357},"Werken bij Dialogic","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwerken-bij-dialogic\u002F",{"title":360,"source_url":362},{"rendered":361},"3375-ransomware-aanvallen-op-instelllingen-en-bedrijven-volledige-tekst","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2023\u002F09\u002F3375-ransomware-aanvallen-op-instelllingen-en-bedrijven-volledige-tekst.pdf",{"slug":336,"link":337,"title":364,"featured_media":366,"acf":367},{"rendered":365},"Tessel Blom",14405,{"voornaam":339,"tussenvoegsel":43,"achternaam":340,"functie":341,"e-mailadres":342,"telefoonnummer":343,"vakgebieden":368,"omschrijving":349,"foto_staand":350,"slider":43,"quote":43,"slogan_links":43,"linkedin":351,"twitter":43},[369,370],{"vakgebied":346},{"vakgebied":348},{"code":372,"message":373,"data":374},"rest_invalid_param","Ongeldige parameter(s): domeinen",{"status":375,"params":376,"details":378},400,{"domeinen":377},"domeinen komt overeen met Term ID lijst en Term ID taxonomie zoekopdracht, maar moet maar met een overeenkomen.",{"domeinen":379},{"code":380,"message":377,"data":381},"rest_one_of_multiple_matches",{"positions":382},[10,383],1,{"title":385,"caption":387,"alt_text":43,"media_details":389,"source_url":428},{"rendered":386},"Hofvijver lake and Binnenhof , The Hague",{"rendered":388},"\u003Cp>View of the Binnenhof House of Parliament and the Hofvijver lake with downtown skyscrapers in background. The Hague, Netherlands\u003C\u002Fp>\n",{"width":390,"height":391,"file":392,"filesize":393,"sizes":394,"image_meta":429},4300,2867,"2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",9071262,{"medium":395,"large":402,"thumbnail":408,"medium_large":413,"1536x1536":419,"2048x2048":420,"full":426},{"file":396,"width":397,"height":398,"filesize":399,"mime_type":400,"source_url":401},"hofvijver-lake-binnenhof-hague-300x200.jpg",300,200,32730,"image\u002Fjpeg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-300x200.jpg",{"file":403,"width":404,"height":405,"filesize":406,"mime_type":400,"source_url":407},"hofvijver-lake-binnenhof-hague-1536x1024.jpg",1536,1024,442435,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-1536x1024.jpg",{"file":409,"width":410,"height":410,"filesize":411,"mime_type":400,"source_url":412},"hofvijver-lake-binnenhof-hague-150x150.jpg",150,18539,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-150x150.jpg",{"file":414,"width":415,"height":416,"filesize":417,"mime_type":400,"source_url":418},"hofvijver-lake-binnenhof-hague-768x512.jpg",768,512,135489,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-768x512.jpg",{"file":403,"width":404,"height":405,"filesize":406,"mime_type":400,"source_url":407},{"file":421,"width":422,"height":423,"filesize":424,"mime_type":400,"source_url":425},"hofvijver-lake-binnenhof-hague-2048x1365.jpg",2048,1365,729461,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-2048x1365.jpg",{"file":427,"width":390,"height":391,"mime_type":400,"source_url":428},"hofvijver-lake-binnenhof-hague.jpg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",{"aperture":430,"credit":431,"camera":432,"caption":433,"created_timestamp":434,"copyright":435,"focal_length":436,"iso":437,"shutter_speed":438,"title":386,"orientation":439,"keywords":440},"8","Dmitry Rukhlenko","X-T2","View of the Binnenhof House of Parliament and the Hofvijver lake with downtown skyscrapers in background. The Hague, Netherlands","1494706020","© 2018 Dmitry Rukhlenko","28.3","200","0.0029411764705882","0",[441,442,443,444,445,446,447,448,449,450,451,452,453,454,455,456,457,458,459,460,461,462,463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486],"Binnenhof","The Hague","Netherlands","Hofvijver","lake","Hofvijver lake","Den Gaag","Den Haag","Dutch","Europe","Holland","Mauritshuis","architecture","art museum","benelux","building","castle","city","cityscape","downtown","eu","european","fountain","haag","hague","house","landmark","landscape","medieval","modern","museum","old","palace","parliament","pond","reflection","scenery","sky","skyline","skyscraper","swan","tourism","travel","tree","view","water",{"items":488,"total":26},[489,506,527,533],{"id":60,"slug":490,"link":491,"title":492,"featured_media":494,"acf":495},"floris-donath","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Ffloris-donath\u002F",{"rendered":493},"Floris Donath",14382,{"voornaam":496,"tussenvoegsel":43,"achternaam":497,"functie":498,"e-mailadres":499,"telefoonnummer":343,"vakgebieden":500,"omschrijving":43,"foto_staand":505,"slider":43,"quote":43,"slogan_links":43,"linkedin":43,"twitter":43},"Floris","Donath","Assistant developer","donath@dialogic.nl",[501,503],{"vakgebied":502},"Data science",{"vakgebied":504},"ICT",14197,{"id":61,"slug":507,"link":508,"title":509,"featured_media":511,"acf":512},"reg-brennenraedts","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Freg-brennenraedts\u002F",{"rendered":510},"Reg Brennenraedts",16161,{"voornaam":513,"tussenvoegsel":43,"achternaam":514,"functie":341,"e-mailadres":515,"telefoonnummer":516,"vakgebieden":517,"omschrijving":523,"foto_staand":524,"slider":43,"quote":43,"slogan_links":43,"linkedin":525,"twitter":526},"Reg","Brennenraedts","brennenraedts@dialogic.nl","+31302150590",[518,519,521],{"vakgebied":346},{"vakgebied":520},"Digitalisering",{"vakgebied":522},"Finance","\u003Cspan class=\"TextRun SCXW139593068 BCX8\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\">\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">Reg \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SpellingErrorV2Themed SCXW139593068 BCX8\">Brennenraedts\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\"> is een senior beleidsonderzoeker en strategisch adviseur met meer dan 20 jaar toonaangevende expertise op het snijvlak van technologie, economie en beleid\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">. \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">Als partner bij Dialogic heeft hij in de afgelopen decennia meer dan 300 projecten geleid of \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">hier \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">een sleutelrol in vervuld, met een scherpe focus op complexe evaluaties, impactmetingen, beleidsontwikkeling, businessmodellen en investeringsstrategieën. \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW139593068 BCX8\">Hij wordt ingeschakeld wanneer publieke belangen, grote investeringen en politieke gevoeligheden samenkomen. Reg combineert robuuste analyse (financiële en kwantitatieve modellering, scenario’s, effectmetingen) met scherpe, uitvoerbare adviezen.\u003C\u002Fspan>\u003C\u002Fspan>\u003Cspan class=\"EOP SCXW139593068 BCX8\" data-ccp-props=\"{}\"> \u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">Zijn werk omvat talrijke invloedrijke rapporten in opdracht van onder meer ministeries, provincies en ZBO’s, zoals:\u003C\u002Fspan>\r\n\u003Cul>\r\n \t\u003Cli>\u003Cspan data-contrast=\"auto\">Evaluaties van nationale en regionale beleidsprogramma’s, zoals fiscale regelingen, investeringsregimes en innovatie- en weerbaarheidsprogramma’s;\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{}\"> \u003C\u002Fspan>\u003C\u002Fli>\r\n \t\u003Cli>\u003Cspan data-contrast=\"auto\">Strategische verkenningen en roadmaps voor digitale infrastructuur, digitalisering en kennis- en innovatiesystemen;\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{}\"> \u003C\u002Fspan>\u003C\u002Fli>\r\n \t\u003Cli>\u003Cspan data-contrast=\"auto\">Beleidsanalyses in technische en financieel-economische domeinen, waaronder digitale transities, AI en digitale infrastructuur;\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{}\"> \u003C\u002Fspan>\u003C\u002Fli>\r\n \t\u003Cli>\u003Cspan data-contrast=\"auto\">Onderzoeken naar kennis- en innovatievraagstukken in sectoren zoals energie, medische technologie, telecommunicatie en maatschappelijke voorzieningen;\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{}\"> \u003C\u002Fspan>\u003C\u002Fli>\r\n \t\u003Cli>\u003Cspan data-contrast=\"auto\">Internationale en interbestuurlijke opdrachten voor ministeries, provincies, gemeenten, toezichthouders en internationale organisaties (o.a. Europese Commissie, Wereldbank, OESO).\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{}\"> \u003C\u002Fspan>\u003C\u002Fli>\r\n\u003C\u002Ful>\r\n\u003Cspan class=\"TextRun SCXW240915701 BCX8\" lang=\"NL-NL\" xml:lang=\"NL-NL\" data-contrast=\"auto\">\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">Reg \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">combineer\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">t\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\"> een solide technische achtergrond (Elektrotechniek, Technische Innovatiewetenschappen, Technische Bedrijfskunde) met een internationale MBA met \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SpellingErrorV2Themed SCXW240915701 BCX8\">finance\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">-specialisatie, wat \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">hem\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\"> in staat stelt beleid, strategie en financiële implicaties integraal te doorgronden. Als partner binnen Dialogic \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">is hij \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">medeverantwoordelijk voor de strategische koers en het management van een team van \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun AdvancedProofingIssueV2Themed SCXW240915701 BCX8\">circa\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\"> 40 onderzoekers en adviseurs.\u003C\u002Fspan>\u003C\u002Fspan>",14266,"http:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fbrennenraedts","https:\u002F\u002Ftwitter.com\u002Fregdialogic",{"id":56,"slug":336,"link":337,"title":528,"featured_media":366,"acf":529},{"rendered":365},{"voornaam":339,"tussenvoegsel":43,"achternaam":340,"functie":341,"e-mailadres":342,"telefoonnummer":343,"vakgebieden":530,"omschrijving":349,"foto_staand":350,"slider":43,"quote":43,"slogan_links":43,"linkedin":351,"twitter":43},[531,532],{"vakgebied":346},{"vakgebied":348},{"id":57,"slug":534,"link":535,"title":536,"featured_media":538,"acf":539},"wazir-sahebali","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Fwazir-sahebali\u002F",{"rendered":537},"Wazir Sahebali",14408,{"voornaam":540,"tussenvoegsel":43,"achternaam":541,"functie":542,"e-mailadres":543,"telefoonnummer":544,"vakgebieden":545,"omschrijving":549,"foto_staand":550,"slider":551,"quote":552,"slogan_links":43,"linkedin":553,"twitter":43},"Wazir","Sahebali","Senior onderzoeker \u002F dataspecialist","sahebali@dialogic.nl","+31 30 215 05 67",[546,548],{"vakgebied":547},"Innovatiewetenschappen",{"vakgebied":502},"\u003Cspan data-contrast=\"auto\">Binnen mijn werk onderzoek ik graag vraagstukken op een \u003C\u002Fspan>\u003Ci>\u003Cspan data-contrast=\"auto\">creatieve manier\u003C\u002Fspan>\u003C\u002Fi>\u003Cspan data-contrast=\"auto\">. Door mijn interesse in \u003C\u002Fspan>\u003Ci>\u003Cspan data-contrast=\"auto\">kwantitatieve data\u003C\u002Fspan>\u003C\u002Fi>\u003Cspan data-contrast=\"auto\">, betreft dit al snel het bedenken van een, veelal technische of praktische, oplossing om informatie te verzamelen en\u002Fof te analyseren. Hierbij blijft de \u003C\u002Fspan>\u003Ci>\u003Cspan data-contrast=\"auto\">context\u003C\u002Fspan>\u003C\u002Fi>\u003Cspan data-contrast=\"auto\"> echter van groot belang.\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":266,"335559740":319}\"> \u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">Als onderzoeker heb ik ervaring in verschillende domeinen opgebouwd, zoals telecomonderzoeken voor het Ministerie van Economische Zaken, maar ook arbeidsmarktonderzoeken voor de Topsectoren. \u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":266,"335559740":319}\"> \u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">In mijn onderzoeken werk ik met een breed scala aan databronnen, waaronder GIS-data (geografisch), \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.cbs.nl\u002Fnl-nl\u002Fonze-diensten\u002Fmaatwerk-en-microdata\u002Fmicrodata-zelf-onderzoek-doen\u002F\">\u003Cspan data-contrast=\"none\">CBS Microdata\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan data-contrast=\"auto\">, \u003C\u002Fspan>\u003Cspan data-contrast=\"auto\">graph-data (w.o. bibliometrie) en naast gestructureerde data ook ongestructureerde data (tekst). Met behulp van onder andere Python en databases (SQL), pas ik hierop verschillende technieken toe om een vraagstuk te kunnen beantwoorden. Enkele voorbeelden hiervan zijn GIS-analyses, geautomatiseerde dataverzameling\u002F-verwerking en dashboarding.\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":0,"335559740":319}\"> \u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">In de loop der tijd is hier ook het toepassen van AI bij gekomen, zoals de inzet van LLM’s (large language models) bij webscraping, dataverrijking en het verkrijgen van inzicht in grote hoeveelheden tekstuele data. \u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":0,"335559740":319}\"> \u003C\u002Fspan>\u003Cspan data-contrast=\"auto\">Hiermee heb ik kennis opgebouwd van zowel de contextuele inhoud in onderzoeken als van de inzet en mogelijkheden van data(-analyses) daarin.\u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":0,"335559740":319}\"> \u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">Ik heb een bacheloropleiding in Sustainable Innovation en een masteropleiding in Innovation Sciences gevolgd aan de \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fwww.tue.nl\u002Fen\u002F\">\u003Cspan data-contrast=\"none\">Technische Universiteit Eindhoven\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan data-contrast=\"auto\">, met een semester aan de \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fdtu.dk\u002F\">\u003Cspan data-contrast=\"none\">Technische Universiteit van Denemarken\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan data-contrast=\"auto\"> (DTU). Na mijn \u003C\u002Fspan>\u003Ca href=\"https:\u002F\u002Fresearch.tue.nl\u002Fen\u002FstudentTheses\u002Fcharacteristics-of-fibre-rollout-in-the-netherlands\">\u003Cspan data-contrast=\"none\">afstudeerscriptie\u003C\u002Fspan>\u003C\u002Fa>\u003Cspan data-contrast=\"auto\"> over de uitrol van glasvezelaansluitingen in Nederland ben ik bij Dialogic blijven werken.\u003C\u002Fspan>\r\n\r\n\u003Cspan data-contrast=\"auto\">Buiten werk hobby ik graag met Raspberry Pi’s, (home) automation en toepassingen van AI-modellen. Technologie en data hebben dus ook nog eens een plek in mijn vrije tijd. \u003C\u002Fspan>\u003Cspan data-ccp-props=\"{"201341983":0,"335559739":266,"335559740":319}\"> \u003C\u002Fspan>",14225,14183,"Ik probeer techniek en de maatschappij met elkaar te verbinden, zodat deze met elkaar kunnen communiceren en elkaar kunnen 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