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Deze verschillende netwerken worden vaak door één enkele dienst gebruikt. Bij sommige netwerken is er sprake van overcapaciteit. In bepaalde situaties wordt deze overcapaciteit commercieel op de markt aangeboden. In opdracht van het ministerie van EZK heeft Dialogic de locaties en de eigenschappen van deze netwerken inzichtelijk gemaakt via een digitale kaart. Daarnaast onderzochten we de beweegredenen om de overcapaciteit al dan niet commercieel aan te bieden op de markt. Lees \u003Ca href=\"https:\u002F\u002Fsamensnelinternet.nl\u002Fpublieke-glasvezelnetwerken-in-nederland\">hier\u003C\u002Fa> het rapport.","Publieke glasvezelnetwerken in 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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",{"items":358,"total":109},[359],{"id":360,"title":361,"url":363,"parent":10},13577,{"rendered":362},"Werken bij Dialogic","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwerken-bij-dialogic\u002F",{"title":365,"source_url":366},{"rendered":71},"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2019\u002F05\u002FDialogic-Publieke-glasvezelnetwerken-v2.pdf",{"title":368,"caption":370,"alt_text":43,"media_details":371,"source_url":410},{"rendered":369},"Doolhof",{"rendered":43},{"width":372,"height":373,"file":374,"filesize":375,"sizes":376,"image_meta":411,"original_image":414},1707,2560,"2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-scaled.jpg",936962,{"medium":377,"large":384,"thumbnail":390,"medium_large":395,"1536x1536":401,"2048x2048":402,"full":408},{"file":378,"width":379,"height":380,"filesize":381,"mime_type":382,"source_url":383},"pexels-huseyin-fatih-ozden-83497050-12040985-200x300.jpg",200,300,17188,"image\u002Fjpeg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-200x300.jpg",{"file":385,"width":386,"height":387,"filesize":388,"mime_type":382,"source_url":389},"pexels-huseyin-fatih-ozden-83497050-12040985-1024x1536.jpg",1024,1536,379583,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-1024x1536.jpg",{"file":391,"width":392,"height":392,"filesize":393,"mime_type":382,"source_url":394},"pexels-huseyin-fatih-ozden-83497050-12040985-150x150.jpg",150,8589,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-150x150.jpg",{"file":396,"width":397,"height":398,"filesize":399,"mime_type":382,"source_url":400},"pexels-huseyin-fatih-ozden-83497050-12040985-768x1152.jpg",768,1152,221341,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-768x1152.jpg",{"file":385,"width":386,"height":387,"filesize":388,"mime_type":382,"source_url":389},{"file":403,"width":404,"height":405,"filesize":406,"mime_type":382,"source_url":407},"pexels-huseyin-fatih-ozden-83497050-12040985-1365x2048.jpg",1365,2048,638333,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-1365x2048.jpg",{"file":409,"width":372,"height":373,"mime_type":382,"source_url":410},"pexels-huseyin-fatih-ozden-83497050-12040985-scaled.jpg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2026\u002F05\u002Fpexels-huseyin-fatih-ozden-83497050-12040985-scaled.jpg",{"aperture":412,"credit":43,"camera":43,"caption":43,"created_timestamp":412,"copyright":43,"focal_length":412,"iso":412,"shutter_speed":412,"title":43,"orientation":412,"keywords":413},"0",[],"pexels-huseyin-fatih-ozden-83497050-12040985.jpg",{"title":416,"caption":418,"alt_text":43,"media_details":420,"source_url":450},{"rendered":417},"Hofvijver lake and Binnenhof , The Hague",{"rendered":419},"\u003Cp>View of the Binnenhof House of Parliament and the Hofvijver lake with downtown skyscrapers in background. The Hague, Netherlands\u003C\u002Fp>\n",{"width":421,"height":422,"file":423,"filesize":424,"sizes":425,"image_meta":451},4300,2867,"2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",9071262,{"medium":426,"large":430,"thumbnail":434,"medium_large":438,"1536x1536":443,"2048x2048":444,"full":448},{"file":427,"width":380,"height":379,"filesize":428,"mime_type":382,"source_url":429},"hofvijver-lake-binnenhof-hague-300x200.jpg",32730,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-300x200.jpg",{"file":431,"width":387,"height":386,"filesize":432,"mime_type":382,"source_url":433},"hofvijver-lake-binnenhof-hague-1536x1024.jpg",442435,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-1536x1024.jpg",{"file":435,"width":392,"height":392,"filesize":436,"mime_type":382,"source_url":437},"hofvijver-lake-binnenhof-hague-150x150.jpg",18539,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-150x150.jpg",{"file":439,"width":397,"height":440,"filesize":441,"mime_type":382,"source_url":442},"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":431,"width":387,"height":386,"filesize":432,"mime_type":382,"source_url":433},{"file":445,"width":405,"height":404,"filesize":446,"mime_type":382,"source_url":447},"hofvijver-lake-binnenhof-hague-2048x1365.jpg",729461,"https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague-2048x1365.jpg",{"file":449,"width":421,"height":422,"mime_type":382,"source_url":450},"hofvijver-lake-binnenhof-hague.jpg","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fwp-content\u002Fuploads\u002F2025\u002F07\u002Fhofvijver-lake-binnenhof-hague.jpg",{"aperture":452,"credit":453,"camera":454,"caption":455,"created_timestamp":456,"copyright":457,"focal_length":458,"iso":459,"shutter_speed":460,"title":417,"orientation":412,"keywords":461},"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",[462,463,464,465,466,467,468,469,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486,487,488,489,490,491,492,493,494,495,496,497,498,499,500,501,502,503,504,505,506,507],"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",{"slug":338,"link":339,"title":509,"featured_media":511,"acf":512},{"rendered":510},"Reg Brennenraedts",16161,{"voornaam":341,"tussenvoegsel":43,"achternaam":342,"functie":343,"e-mailadres":344,"telefoonnummer":345,"vakgebieden":513,"omschrijving":353,"foto_staand":354,"slider":43,"quote":43,"slogan_links":43,"linkedin":355,"twitter":356},[514,515,516],{"vakgebied":348},{"vakgebied":350},{"vakgebied":352},{"items":518,"total":26},[519,538,545,569],{"id":65,"slug":520,"link":521,"title":522,"featured_media":524,"acf":525},"menno-driesse","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Fmenno-driesse\u002F",{"rendered":523},"Menno Driesse",14252,{"voornaam":526,"tussenvoegsel":43,"achternaam":527,"functie":343,"e-mailadres":528,"telefoonnummer":529,"vakgebieden":530,"omschrijving":534,"foto_staand":535,"slider":43,"quote":536,"slogan_links":43,"linkedin":537,"twitter":43},"Menno","Driesse","driesse@dialogic.nl","+31302150592",[531,532,533],{"vakgebied":350},{"vakgebied":179},{"vakgebied":348},"Werken bij Dialogic staat voor mij gelijk aan het creëren van transparantie. Een groot deel van mijn werkzaamheden is gericht op de domeinen digitalisering, digitale connectiviteit en innovatie. Binnen deze onderwerpen voer ik vooral analyses uit op het gebied van strategie, beleid, forecasting en het ontwikkelen en reviewen van businessmodellen en businesscases. We presenteren de uitkomsten in rapportages, kaartmateriaal (GIS), infographics, workshops en mondelinge presentaties.\r\n\r\nEen groot deel van mijn onderzoeks- en advieswerk is gericht op Nederlandse ministeries (\u003Ca href=\"https:\u002F\u002Fwww.rijksoverheid.nl\u002Fministeries\u002Fministerie-van-binnenlandse-zaken-en-koninkrijksrelaties\">BZK\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.rijksoverheid.nl\u002Fministeries\u002Fministerie-van-economische-zaken-en-klimaat\">EZK\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.rijksoverheid.nl\u002Fministeries\u002Fministerie-van-financien\">MinFin\u003C\u002Fa>), provincies, gemeenten en andere (semi-)publieke organisaties (\u003Ca href=\"https:\u002F\u002Fwww.agentschaptelecom.nl\u002F\">Agentschap Telecom\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.impulszeeland.nl\u002Fnl\">Impuls\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Foostnl.nl\u002Fnl\">OOSTNL\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.tno.nl\u002Fnl\u002F\">TNO\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.tennet.eu\u002Fnl\u002F#&panel1-1\">TenneT\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.alliander.com\u002Fnl\">Alliander\u003C\u002Fa>, \u003Ca href=\"https:\u002F\u002Fwww.vno-ncw.nl\u002F\">VNO-NCW\u003C\u002Fa>, en het \u003Ca href=\"https:\u002F\u002Fwatersnoodmuseum.nl\u002F\">Watersnoodmuseum\u003C\u002Fa>). Buiten de Nederlandse grenzen heb ik onder andere gewerkt voor Vlaamse departementen (\u003Ca href=\"https:\u002F\u002Fwww.ewi-vlaanderen.be\u002F\">EWI\u003C\u002Fa>), en \u003Ca href=\"https:\u002F\u002Fen.energinet.dk\u002F\">Energinet.dk\u003C\u002Fa>.\r\n\r\nNa mijn studie Innovation Science aan de TU\u002Fe en Chalmers University (Zweden) heb ik anderhalf jaar bij KPN Consulting gewerkt. Ik woon met veel plezier in Rotterdam, waar ik sinds 2016 trainer ben bij wielervereniging CS010. Op de wielrenfiets en MTB doorkruisen we de hele regio en maken we mooie uitstapjes in binnen- en buitenland.\r\n\r\n \r\n\r\n ",14251,"Werken bij Dialogic staat voor mij gelijk aan het creëren van transparantie","http:\u002F\u002Fnl.linkedin.com\u002Fin\u002Fmennodriesse",{"id":64,"slug":338,"link":339,"title":539,"featured_media":511,"acf":540},{"rendered":510},{"voornaam":341,"tussenvoegsel":43,"achternaam":342,"functie":343,"e-mailadres":344,"telefoonnummer":345,"vakgebieden":541,"omschrijving":353,"foto_staand":354,"slider":43,"quote":43,"slogan_links":43,"linkedin":355,"twitter":356},[542,543,544],{"vakgebied":348},{"vakgebied":350},{"vakgebied":352},{"id":66,"slug":546,"link":547,"title":548,"featured_media":550,"acf":551},"tommy-van-der-vorst","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Ftommy-van-der-vorst\u002F",{"rendered":549},"Tommy van der Vorst",14189,{"voornaam":552,"tussenvoegsel":553,"achternaam":554,"functie":343,"e-mailadres":555,"telefoonnummer":556,"vakgebieden":557,"omschrijving":563,"foto_staand":564,"slider":565,"quote":566,"slogan_links":567,"linkedin":568,"twitter":43},"Tommy","van der","Vorst","vandervorst@dialogic.nl","+31 30 21505 93",[558,559,561],{"vakgebied":350},{"vakgebied":560},"Telecommunicatie",{"vakgebied":562},"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",{"id":67,"slug":570,"link":571,"title":572,"featured_media":574,"acf":575},"wazir-sahebali","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fmedewerkers\u002Fwazir-sahebali\u002F",{"rendered":573},"Wazir Sahebali",14408,{"voornaam":576,"tussenvoegsel":43,"achternaam":577,"functie":578,"e-mailadres":579,"telefoonnummer":580,"vakgebieden":581,"omschrijving":586,"foto_staand":587,"slider":588,"quote":589,"slogan_links":43,"linkedin":590,"twitter":43},"Wazir","Sahebali","Senior onderzoeker \u002F dataspecialist","sahebali@dialogic.nl","+31 30 215 05 67",[582,584],{"vakgebied":583},"Innovatiewetenschappen",{"vakgebied":585},"Data science","\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 begrijpen.","https:\u002F\u002Fnl.linkedin.com\u002Fin\u002Fwazir-sahebali-28a180112",{"items":592,"total":657},[593,618,638],{"id":594,"date":595,"date_gmt":596,"slug":597,"type":39,"link":598,"title":599,"featured_media":10,"acf":601},15463,"2026-09-03T11:54:13","2026-09-03T09:54:13","evaluatie-pilot-verblijfsregeling-startup-personeel","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fprojecten\u002Fevaluatie-pilot-verblijfsregeling-startup-personeel\u002F",{"rendered":600},"Evaluatie pilot verblijfsregeling startup personeel",{"projectnummer":602,"opdrachtgevers":603,"projectleden":606,"loopt":68,"sleutelwoorden":611,"omschrijving":612,"rapporttitel":613,"bestand":614,"publicatienummer":615,"extra_downloads":74,"slider":616,"slider_fallback":43,"prominentie":617,"interviews":43,"slogan":43,"onder_slogan":43,"slogan_titel":43,"slogan_links":43},"2024.192",[604],{"opdrachtgever":605},"Wetenschappelijk Onderzoeks- en Datacentrum (WODC)",[607,608,609,610],15565,11981,14958,15504,"startup verblijfsregeling","Sinds 1 juni 2021 kunnen innovatieve startups via de pilot verblijfsregeling essentieel startuppersoneel gemakkelijker werknemers van buiten Europa aantrekken. De regeling is bedoeld voor personeel dat essentieel is voor de verdere ontwikkeling van de startup. Hiermee wil het kabinet de groei van innovatieve startups ondersteunen en hun bijdrage aan de Nederlandse kenniseconomie versterken.\r\n\r\nDialogic evalueerde deze pilot in opdracht van het WODC. De centrale vraag in dit onderzoek was: \u003Cstrong>In hoeverre is de pilot verblijfsregeling essentieel startup personeel doeltreffend en doelmatig?\u003C\u002Fstrong>\r\n\r\nOm deze vraag te beantwoorden zijn we in gesprek gegaan met beleidsmakers en uitvoerders van de regeling, hebben we data van de aanvragen en aanvragers geanalyseerd en hebben we startups en betrokken in het startupecosysteem geïnterviewd.\r\n\r\nOp basis van ons onderzoek concluderen we dat de verblijfsregeling voor buitenlands startuptalent in de praktijk \u003Cstrong>goed werkt voor de bedrijven die er gebruik van maken\u003C\u002Fstrong>. Startups kunnen hierdoor internationaal talent binnenhalen om sneller te groeien. Dit talent zou via reguliere visumregelingen niet op tijd beschikbaar zijn. Echter is de \u003Cstrong>totale impact op de Nederlandse economie nu nog beperkt\u003C\u002Fstrong>. Dat komt vooral doordat de regeling nog te onbekend is en startups de verplichte medewerkersparticipatie als een hoge drempel ervaren. Daarnaast is de \u003Cstrong>aanvraagprocedure voor de overheid complex\u003C\u002Fstrong> en met zo’n € 3.000 per dossier \u003Cstrong>relatief duur\u003C\u002Fstrong>. Toch lijkt de regeling onderaan de streep geld op te kunnen leveren. Op basis van schattingen over de doorgroei van startups weegt de extra omzet van startups naar verwachting op tegen de kosten van de regeling. Wel geldt de kanttekening dat die groei van veel meer factoren afhangt en het effect van deze specifieke regeling niet los te bewijzen is.\r\n\r\nGegeven deze conclusies doen we vier aanbevelingen:\r\n\u003Col data-editing-info=\"{"orderedStyleType":1}\">\r\n \t\u003Cli>\u003Cstrong>Verhoog het gebruik van de regeling.\u003C\u002Fstrong> Investeer in de bekendheid ervan (gerichte communicatie via sleutelkanalen in het startupecosysteem) en vereenvoudig de aanvraagprocedure voor startups. Heroverweeg bovendien de invulling van de medewerkersparticipatie-eis om de regeling toegankelijker te maken, met behoud van de beoogde beleidsdoelen.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Investeer in uitvoeringscapaciteit.\u003C\u002Fstrong> Zorg voor voldoende capaciteit bij de uitvoeringsinstanties om een hogere aanvraagdruk op te vangen en de doorlooptijden kort te houden. Zo wordt voorkomen dat startups worden ontmoedigd door vertragingen.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Verken de mogelijkheid tot een landelijke certificering voor startups.\u003C\u002Fstrong> Een dergelijke certificering (zoals in Italië) kan de uitvoeringslast voor IND\u002FRVO en ook startups verlichten, de noodzaak van een zware medewerkersparticipatie-eis verminderen en de bekendheid van de regeling vergroten.\u003C\u002Fli>\r\n \t\u003Cli>\u003Cstrong>Zet in op structurele monitoring.\u003C\u002Fstrong> Bouw een systematische monitoring op om beter inzicht te krijgen in de werking en effecten van de regeling. Dit versterkt het lerend vermogen en maakt gerichte (bij)sturing mogelijk.\u003C\u002Fli>\r\n\u003C\u002Fol>\r\n\u003Cstrong>Het rapport is op 3 september 2026 gepubliceerd, lees \u003Ca href=\"https:\u002F\u002Fwww.wodc.nl\u002Factueel\u002Fnieuws\u002F2026\u002F09\u002F03\u002Fgebruik-verblijfsregeling-voor-essentieel-startuppersoneel-blijft-achter\">hier\u003C\u002Fa> het bericht van het WODC.\u003C\u002Fstrong>","Evaluatie pilot verblijfsregeling essentieel startup personeel",16439,"2024.192-11027",15464,"p0",{"id":619,"date":620,"date_gmt":621,"slug":622,"type":39,"link":623,"title":624,"featured_media":10,"acf":626},16268,"2026-06-10T09:48:18","2026-06-10T07:48:18","de-implementatie-en-het-gebruik-van-de-invoeringstoets-binnen-de-rijksoverheid","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fprojecten\u002Fde-implementatie-en-het-gebruik-van-de-invoeringstoets-binnen-de-rijksoverheid\u002F",{"rendered":625},"De implementatie en het gebruik van de invoeringstoets binnen de Rijksoverheid",{"projectnummer":627,"opdrachtgevers":74,"projectleden":628,"loopt":90,"sleutelwoorden":635,"omschrijving":636,"rapporttitel":43,"bestand":43,"publicatienummer":43,"extra_downloads":74,"slider":637,"slider_fallback":43,"prominentie":617,"interviews":43,"slogan":43,"onder_slogan":43,"slogan_titel":43,"slogan_links":43},"2026.056",[629,630,631,632,633,634],10883,548,9638,14990,15583,15832,"invoeringstoets regelgeving wet","De invoeringstoets is ontwikkeld in reactie op het rapport Ongekend onrecht uit 2021 over de toeslagenaffaire. Het idee achter de invoeringstoets is dat problemen die zich bij nieuwe regelgeving voordoen (in de uitvoering of bij de doelgroep) in een zo vroeg mogelijk stadium moeten worden gesignaleerd, opgepakt en opgelost, zodat een tweede toeslagenaffaire voorkomen kan worden. Met de invoeringstoets moet de overheid na inwerkingtreding van de regelgeving actief onderzoeken hoe deze in de praktijk uitpakt.\r\n\r\nIn dit onderzoek in opdracht van het WODC onderzoeken we hoe invoeringstoetsen momenteel worden uitgevoerd door verschillende organisaties binnen de Rijksoverheid en welke lessen daaruit kunnen worden getrokken voor de doorontwikkeling van het instrument.",16269,{"id":639,"date":640,"date_gmt":641,"slug":642,"type":39,"link":643,"title":644,"featured_media":10,"acf":646},16173,"2026-05-27T09:21:07","2026-05-27T07:21:07","ai-voor-dienstverlening-aan-ondernemers","https:\u002F\u002Fcontent.dialogiconderzoek.nl\u002Fprojecten\u002Fai-voor-dienstverlening-aan-ondernemers\u002F",{"rendered":645},"AI voor dienstverlening aan ondernemers",{"projectnummer":647,"opdrachtgevers":648,"projectleden":651,"loopt":68,"sleutelwoorden":654,"omschrijving":655,"rapporttitel":43,"bestand":43,"publicatienummer":43,"extra_downloads":74,"slider":656,"slider_fallback":43,"prominentie":617,"interviews":43,"slogan":43,"onder_slogan":43,"slogan_titel":43,"slogan_links":43},"2025.093",[649],{"opdrachtgever":650},"Ministerie van Economische Zaken",[652,609,653],526,9701,"ai ondernemers overheid","\u003Cp style=\"font-weight: 400;\">\u003Cspan data-ogsc=\"rgb(77, 77, 77)\">In de \u003Ca href=\"https:\u002F\u002Fwww.rijksoverheid.nl\u002Fdocumenten\u002Frapporten\u002F2023\u002F11\u002F16\u002Factieagenda-mkb-dienstverlening-2024-2026\" data-ogsc=\"\" data-outlook-id=\"6da02c03-2c97-4fe4-80db-753fb444b5fe\">Actieagenda mkb-dienstverlening\u003C\u002Fa> (2024-2026) van het Ministerie van Economische Zaken (EZ) wordt benadrukt dat het aanbod van publieke dienstverleners onvoldoende aansluit op de vraag van ondernemers, wat hen hindert bij het vinden van passende ondersteuning. Ook blijkt de doorverwijzing tussen publieke dienstverleners (van eerste naar tweede lijn) problematisch te zijn. De Actieagenda streeft er daarom naar om met behulp van AI de verbinding tussen overheid en ondernemer te verbeteren. Dat kan leiden tot betere vindbaarheid en transparantie van regelingen en initiatieven, waardoor ondernemers effectiever geholpen worden, en de \"één overheid\"-beleving wordt versterkt.\u003C\u002Fspan>\u003C\u002Fp>\r\n\u003Cp style=\"font-weight: 400;\">\u003Cspan data-ogsc=\"rgb(77, 77, 77)\">Dialogic is samen met de ministeries van EZK en BZK, en de twaalf provincies \u003Cstrong>een AI-pilot\u003C\u002Fstrong> gestart om de vraag van ondernemers beter te koppelen aan het publieke aanbod aan ondernemersdienstverlening. In de pilot wordt ook samengewerkt met RVO, KVK en andere dienstverleners. Binnen het project wordt gewerkt aan een gelaagde en modulaire AI-infrastructuur die binnen de Generieke Digitale Infrastructuur (GDI) van de overheid past. Dialogic treedt op als project- en procesleider binnen dit samenwerkingsproject.\u003C\u002Fspan>\u003C\u002Fp>",15844,"385",{"title":659,"caption":661,"alt_text":43,"media_details":662,"source_url":695},{"rendered":660},"Menno 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