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onderzoeker en adviseur bij Dialogic help ik beleidsmakers om deze complexe wereld begrijpelijk te houden. Mijn werk draait om het monitoren, evalueren en ontwikkelen van beleid, vooral op het gebied van innovatie, digitalisering en menselijk kapitaal. Een groot deel van mijn focus ligt op de digitaliseringstransitie en de rol van kunstmatige intelligentie (AI) in dit proces. De steeds verdergaande digitalisering verandert ook de manier waarop we onze maatschappij en economie vormgeven. Dat vraagt ook om aanpassingsvermogen van mensen: we zullen nieuwe kennis en vaardigheden moeten opdoen en op een andere manier leren werken.\r\n\r\nNaast onderzoek op dit gebied draag ik zelf ook bij aan het ontwikkelen van AI-toepassingen en ben ik actief als docent AI voor verschillende organisaties in het publieke en private domein.\r\n\r\nMijn opleidingsachtergrond ligt op het gebied van innovatiewetenschappen aan de Technische Universiteit Eindhoven. In mijn jonge jaren heb ik me al in de digitale wereld gestort; in 2004 en 2005 ben ik tweevou­dig wereld­kam­pi­oen profes­si­o­nal gaming geweest.",15365,"Digitale technologie slim en verantwoord laten werken voor mensen",{"items":348,"total":100},[349],{"id":350,"title":351,"url":353,"parent":10},13577,{"rendered":352},"Werken bij Dialogic","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwerken-bij-dialogic\u002F",{"title":355,"caption":357,"alt_text":43,"media_details":358,"source_url":396},{"rendered":356},"Netwerk",{"rendered":43},{"width":359,"height":360,"file":361,"filesize":362,"sizes":363,"image_meta":397,"old_width":400,"old_height":401},1600,900,"2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707.jpg",266224,{"medium":364,"large":371,"thumbnail":377,"medium_large":382,"1536x1536":388,"full":394},{"file":365,"width":366,"height":367,"filesize":368,"mime_type":369,"source_url":370},"pexels-ulucas-dubecantin-10325707-300x169.jpg",300,169,20340,"image\u002Fjpeg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707-300x169.jpg",{"file":372,"width":373,"height":374,"filesize":375,"mime_type":369,"source_url":376},"pexels-ulucas-dubecantin-10325707-1024x576.jpg",1024,576,120237,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707-1024x576.jpg",{"file":378,"width":379,"height":379,"filesize":380,"mime_type":369,"source_url":381},"pexels-ulucas-dubecantin-10325707-150x150.jpg",150,12768,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707-150x150.jpg",{"file":383,"width":384,"height":385,"filesize":386,"mime_type":369,"source_url":387},"pexels-ulucas-dubecantin-10325707-768x432.jpg",768,432,78700,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707-768x432.jpg",{"file":389,"width":390,"height":391,"filesize":392,"mime_type":369,"source_url":393},"pexels-ulucas-dubecantin-10325707-1536x864.jpg",1536,864,214689,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707-1536x864.jpg",{"file":395,"width":359,"height":360,"mime_type":369,"source_url":396},"pexels-ulucas-dubecantin-10325707.jpg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2022\u002F05\u002Fpexels-ulucas-dubecantin-10325707.jpg",{"aperture":398,"credit":43,"camera":43,"caption":43,"created_timestamp":398,"copyright":43,"focal_length":398,"iso":398,"shutter_speed":398,"title":43,"orientation":398,"keywords":399},"0",[],1920,1080,{"items":403,"total":437},[404,413],{"id":60,"slug":329,"link":330,"title":405,"featured_media":407,"acf":408},{"rendered":406},"Arthur Vankan",15364,{"voornaam":332,"tussenvoegsel":43,"achternaam":333,"functie":334,"e-mailadres":335,"telefoonnummer":336,"vakgebieden":409,"omschrijving":344,"foto_staand":345,"slider":43,"quote":346,"slogan_links":43,"linkedin":43,"twitter":43},[410,411,412],{"vakgebied":339},{"vakgebied":341},{"vakgebied":343},{"id":61,"slug":414,"link":415,"title":416,"featured_media":418,"acf":419},"tommy-van-der-vorst","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Ftommy-van-der-vorst\u002F",{"rendered":417},"Tommy van der Vorst",14189,{"voornaam":420,"tussenvoegsel":421,"achternaam":422,"functie":334,"e-mailadres":423,"telefoonnummer":424,"vakgebieden":425,"omschrijving":431,"foto_staand":432,"slider":433,"quote":434,"slogan_links":435,"linkedin":436,"twitter":43},"Tommy","van der","Vorst","vandervorst@dialogic.nl","+31 30 21505 93",[426,427,429],{"vakgebied":339},{"vakgebied":428},"Telecommunicatie",{"vakgebied":430},"AI","Om te begrijpen hoe iets écht werkt, haal ik het liefst iets helemaal uit elkaar (en probeer ik het zelf weer in elkaar te zetten). Die werkwijze pas ik ook toe bij strategisch advies in het digitaliserings- en telecomdomein, waarin vaak een sterke technische component voorkomt. Daarbij kunnen kleine details wezenlijke verschillen maken. Mijn technische achtergrond en kennis stelt me in staat om de brug te vormen tussen beleidsmakers en specialisten. Het inzicht en advies waar ik opdrachtgevers van voorzie is veelal gefundeerd op kwantitatieve data en -modellen. De programmeer- en data-analysetalen die ik 'spreek' en mijn oog voor detail komen dagelijks van pas bij het uitwerken daarvan.\r\n\r\nThema’s waar ik me veel mee bezig houd zijn mobiele netwerken, cybersecurity en machine learning. Ik doe dat voor verschillende (semi-)publieke en private organisaties, waaronder het Ministerie van Economische Zaken en Klimaat, \u003Ca href=\"https:\u002F\u002Frdi.nl\">Rijksinspectie Digitale Infrastructuur (RDI)\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.alliander.com\">Alliander\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.enexis.nl\">Enexis\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fec.europa.eu\u002Feurostat\">Eurostat\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.itu.int\">ITU\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.kvk.nl\">Kamer van Koophandel\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.nautadutilh.com\u002F\">Nauta Dutilh\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Foecd.org\">OESO\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.sligro.nl\">Sligro\u003C\u002Fa>, \u003Ca href=\"http:\u002F\u002Fwww.tennet.eu\">TenneT\u003C\u002Fa>,  \u003Ca href=\"http:\u002F\u002Fwww.wolterskluwer.nl\">Wolters Kluwer\u003C\u002Fa> en verschillende (andere) Nederlandse ministeries en provincies.\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\"> Ik ben daarnaast verantwoordelijk voor de ICT-infrastructuur, de ontwikkeling van software en online dienstverlening van Dialogic. Sinds 2020 ben ik als partner van Dialogic \u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\">medeverantwoordelijk voor de strategische koers en het management van ons team, dat inmiddels uit ongeveer\u003C\u002Fspan>\u003Cspan class=\"NormalTextRun SCXW240915701 BCX8\"> 40 onderzoekers en adviseurs bestaat.\u003C\u002Fspan>\r\n\r\nVoorafgaand voltooide ik mijn masteropleiding Innovation Sciences aan de \u003Ca href=\"http:\u002F\u002Fwww.tue.nl\u002F\">TU\u002Fe\u003C\u002Fa> en \u003Ca href=\"http:\u002F\u002Fwww.unibocconi.eu\">Università L. Bocconi\u003C\u002Fa> in Milaan, met een afstudeerstage bij Philips IP&S. Jarenlang heb ik webapplicaties en mobiele apps ontwikkeld voor diverse klanten, waaronder de Rabobank en \u003Ca href=\"https:\u002F\u002Fcostperform.com\">CostPerform\u003C\u002Fa>. Naast mijn werk voor Dialogic \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fpixelspark\">draag ik bij aan open source softwareprojecten\u003C\u002Fa>, onder andere op het gebied van machine learning.\r\n\r\nIn mijn vrije tijd ga ik graag hardlopen, wielrennen of wandelen, en als het even kan snowboarden. Als het wat minder weer is houd ik me bezig met electronica en domotica, werken aan (open source) software, of volg ik de Formule 1 en het sumoworstelen. Daarnaast ga ik graag op reis en maak ik daar na afloop graag nog een videoverslag van.\r\n\u003Ch2>Expertise\u002Fvaardigheden\u003C\u002Fh2>\r\n\u003Cul>\r\n \t\u003Cli>\u003Cstrong>Data-analyse, data engineering en machine learning: \u003C\u002Fstrong>diepgaande kennis van relationele databases en bijbehorende analysetalen (MySQL, PostgreSQL, SQL Server, SQLite; 15+ jaar ervaring), GIS (QGIS, PostGIS) en Excel. Ervaring met taalmodellen (BERT, LLaMA, etc.) en machine learning frameworks. Mede-ontwikkelaar van \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fwebonnx\u002Fwonnx\">wonnx\u003C\u002Fa>, een open source softwarebibliotheek om machine learningmodellen efficiënt en snel uit te voeren op grafische kaarten.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Software development: \u003C\u002Fstrong>15+ jaar praktijkervaring met o.a. Go, Swift, Java, C\u002FC++, PHP, Python en Rust (zie mijn \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fpixelspark\">open source-bijdragen\u003C\u002Fa>). Kennis op expertniveau van web development (HTML5, JavaScript\u002FTypeScript en CSS, en frameworks als Vue en Nuxt).\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Telecommunicatie: \u003C\u002Fstrong>kennis van 3GPP-netwerkarchitecturen, radiotechniek (LTE\u002F5G NR), spectrumbeleid, veiligheidsoverwegingen, cryptografie. 10+ jaar actief betrokken op het gebied van nationaal telecom- en spectrumbeleid en uitvoering daarvan.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Strategisch advies: \u003C\u002Fstrong>diepgaande kennis van intellectueel eigendom (IPR)\u002Fappropriatiestrategie, innovatiestrategie, technologieverkenningen.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Projectleiderschap en overige onderzoeksvaardigheden\u003C\u002Fstrong>: 12+ jaar ervaring met interviewen, rapporteren en presenteren in het Nederlands en het Engels, diverse internationale projecten en presentaties, 10+ jaar ervaring met het leiden van grotere onderzoeksprojecten.\u003C\u002Fli>\r\n\u003C\u002Ful>\r\n\u003Ca href=\"https:\u002F\u002Fscholar.google.nl\u002Fcitations?hl=nl&user=TRIpOKQAAAAJ\">Klik hier voor een overzicht van wetenschappelijke publicaties van Tommy.\u003C\u002Fa>",14188,13757,"Om te begrijpen hoe iets écht werkt, haal ik het het liefst helemaal uit elkaar","Maak kennis met Tommy.","http:\u002F\u002Fnl.linkedin.com\u002Fin\u002Ftommyvdv","2",{"title":439,"caption":441,"alt_text":43,"media_details":443,"source_url":476},{"rendered":440},"Hofvijver lake and Binnenhof , The Hague",{"rendered":442},"\u003Cp>View of the Binnenhof House of Parliament and the Hofvijver lake with downtown skyscrapers in background. The Hague, Netherlands\u003C\u002Fp>\n",{"width":444,"height":445,"file":446,"filesize":447,"sizes":448,"image_meta":477},4300,2867,"2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",9071262,{"medium":449,"large":454,"thumbnail":458,"medium_large":462,"1536x1536":467,"2048x2048":468,"full":474},{"file":450,"width":366,"height":451,"filesize":452,"mime_type":369,"source_url":453},"hofvijver-lake-binnenhof-hague-300x200.jpg",200,32730,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-300x200.jpg",{"file":455,"width":390,"height":373,"filesize":456,"mime_type":369,"source_url":457},"hofvijver-lake-binnenhof-hague-1536x1024.jpg",442435,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-1536x1024.jpg",{"file":459,"width":379,"height":379,"filesize":460,"mime_type":369,"source_url":461},"hofvijver-lake-binnenhof-hague-150x150.jpg",18539,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-150x150.jpg",{"file":463,"width":384,"height":464,"filesize":465,"mime_type":369,"source_url":466},"hofvijver-lake-binnenhof-hague-768x512.jpg",512,135489,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-768x512.jpg",{"file":455,"width":390,"height":373,"filesize":456,"mime_type":369,"source_url":457},{"file":469,"width":470,"height":471,"filesize":472,"mime_type":369,"source_url":473},"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":475,"width":444,"height":445,"mime_type":369,"source_url":476},"hofvijver-lake-binnenhof-hague.jpg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",{"aperture":478,"credit":479,"camera":480,"caption":481,"created_timestamp":482,"copyright":483,"focal_length":484,"iso":485,"shutter_speed":486,"title":440,"orientation":398,"keywords":487},"8","Dmitry Rukhlenko","X-T2","View of the Binnenhof House of Parliament and the Hofvijver lake with downtown skyscrapers in background. 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Het IAMA is gericht op het inschatten van de impact van het algoritme op grondrechten en biedt daarnaast ruimte voor het aan bod laten komen van andere relevante aandachtspunten rondom de inzet van het algoritme, in een vroegtijdig stadium en op een gestructureerde manier. Daardoor wordt tegengegaan dat al te snel een algoritme wordt ingezet terwijl de consequenties daarvan niet goed zijn bekeken, met de daarbij behorende risico’s, zoals die van onzorgvuldigheid, ineffectiviteit of inbreuk op grondrechten.\r\n\r\nIn opdracht van het Ministerie van Binnenlandse Zaken en Koninkrijksrelaties (BZK) ontwikkelde de Universiteit Utrecht samen met Dialogic een nieuwe versie van het IAMA. 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Maatschappelijke en economische doelstellingen, en doelstellingen op het gebied van de kwaliteit en de leefomgeving, waren voor het Living Lab Scheveningen leidend. Voor de realisatie van deze doelstellingen is ingezet op twee sporen:\r\n\u003Cul>\r\n \t\u003Cli>Spoor 1: De ontwikkeling van digitale toepassingen in Living Lab Scheveningen.\u003C\u002Fli>\r\n \t\u003Cli>Spoor 2: De ontwikkeling van digitale infrastructuur in Den Haag.\u003C\u002Fli>\r\n\u003C\u002Ful>\r\nDialogic onderzocht wat het Living Lab de afgelopen jaren heeft opgeleverd, hoe de twee sporen elkaar hebben versterkt en hoe de gemeentelijke aansturing heeft gefunctioneerd. Uit de evaluatie blijkt dat het Living Lab Scheveningen brede impact heeft gehad. 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