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Small fixes before first release
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dkapitan committed Aug 27, 2023
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23 changes: 11 additions & 12 deletions _quarto.yml
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website:
title: "Dr Daniel Kapitan | Data-centric AI | Applied AI | Coaching & Mentoring | Masterclasses & Public Speaking"
site-url: https://masteringdata.ai
site-url: https://kapitan.net
search:
location: sidebar
type: overlay
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href: https://github.com/dkapitan
text: "GitHub profile"
- icon: rss
href: https://masteringdata.ai/blog/index.xml
href: https://kapitan.net/blog/index.xml
text: "RSS feed"
contents:
- section: "Projects"
href: projects/index.qmd
contents:
- text: "PharmAccess"
href: projects/pharmaccess.qmd"
href: projects/pharmaccess.qmd
- text: "MyTomorrows"
href: projects/mytomorrows.qmd"
href: projects/mytomorrows.qmd
- text: "Roetz Life"
href: projects/roetz-life.qmd"
href: projects/roetz-life.qmd
- text: "Blue Radix"
href: projects/blue-radix.qmd"
href: projects/blue-radix.qmd
- text: "Amphia Sensium"
href: projects/amphia-sensium.qmd"
href: projects/amphia.qmd
- text: "HAS Green Academy"
href: projects/has.qmd"
href: projects/has.qmd
- text: "Sensire"
href: projects/sensire.qmd"
href: projects/sensire.qmd
- text: "Blog"
href: blog/index.qmd
- text: "Book an appointment"
href: appointment/index.qmd
- text: "Company details"
href: contact.qmd
page-footer:
left: |
<br>
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format:
html:
page-layout: full
date-format: "MMM YYYY"
theme:
light:
- flatly
- mozilla.scss
css: styles.css
toc: true
toc: false

execute:
freeze: auto
5 changes: 5 additions & 0 deletions beschikbaarheid/index.qmd
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```{=html}
<!-- Google Calendar Appointment Scheduling begin -->
<iframe src="https://calendar.google.com/calendar/appointments/AcZssZ3bat8-Gyswn1RmSeowmu2ZAdqkJl9YDoSjNnk=?gv=true" style="border: 0" width="100%" height="800" frameborder="0"></iframe>
<!-- end Google Calendar Appointment Scheduling -->
```
21 changes: 21 additions & 0 deletions blog/azimov.qmd
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---
title: Europese ontwikkeling van kunstmatige intelligentie
description: Reflectie op de Europese ambities en onderzoeksagenda.
date: 2018-05-01
image: /images/azimov-law-robotics.jpg
categories: [nederlands, responsible ai]
---

#
Het debat over de toekomst van kunstmatige intelligentie (KI) is weer (nog?) in volle gang. Blij om te zien dat in Europa meer aandacht voor is. De Fransen zouden de Fransen niet zijn als ze niet [de moral high-ground claimen](http://het%20debat%20over%20de%20toekomst%20van%20ai%20is%20nog%20steeds%20in%20volle%20gang.%20blij%20om%20te%20zien%20dat%20in%20europa%20hier%20meer%20aandacht%20voor%20is.%20de%20fransen%20zouden%20de%20fransen%20niet%20zijn%20om%20niet%20de%20_moral%20highground_%20te%20claimen%20%28https//www.trouw.nl/opinie/europa-heeft-een-unique-selling-point-de-ethische-kijk-op-kunstmatige-intelligentie~a735de20/).). Enfin, het is in elk geval een goede stap dat [Europa haar eigen ambities en onderzoeksagenda voor kunstmatige intelligentie gaat vormgeven](https://ec.europa.eu/commission/presscorner/detail/nl/IP_18_3362). Het valt mij op dat veiligheid en ethiek vaak genoemd wordt waarin Europa zich in kan onderscheiden. Vanuit de [Future of Humanity Institute aan de University of Oxford](https://www.fhi.ox.ac.uk/) wordt hier reeds onderzoek naar gedaan en breekt men een lans voor [meer middelen voor veilige ontwikkeling van KI](https://80000hours.org/problem-profiles/positively-shaping-artificial-intelligence/). Mogelijk kunnen we hier echt iets in betekenen.

::: {.grid}
::: {.g-col-8}
Tegelijkertijd vraag ik mij af of wat ons te wachten zijn. Staan we echt aan de vooravond van singularity, met een reële kans dat we rond 2050 zullen worden gedomineerd door volwaardige, human-capable, superintelligente machines? Moeten we serieus gaan nadenken of we iets zoals Asimov’s drie wetten voor robots moeten gaan formuleren èn inbouwen in onze intelligente machines? Is het noodzakelijk, nuttig en/of relevant dat robots een mindontwikkelen, zodat we ze waarden kunnen meegeven? In zijn magnum opus [_From Bacteria to Bach and Back_](https://www.goodreads.com/book/show/35167699-from-bacteria-to-bach-and-back) maakt Daniel Dennett onderscheid tussen competence (iets kunnen) versus comprehension (iets begrijpen). Vooralsnog is KI van vandaag de dag vooral competent, maar zijn we nog ver van begrip.
:::
::: {.g-col-4}
![](/images/asimov-law-robotics.jpg)
:::
:::

Eén vraag lijkt mij hoe dan ook het onderzoeken waard: waar gaan we de energie vandaan halen om KI te laten evolueren? Alan Winfield van de University of Bristol heeft [een schatting gemaakt hoeveel energie nodig is om complex, kunstmatige leven te laten evolueren](http://eprints.uwe.ac.uk/23446/1/Winfield_alife14_submission2.pdf). Voorlopige conclusie: met die singularity zal het niet zo’n vaart lopen, totdat we efficiëntere substrates c.q. platformen hebben ontwikkeld om deep learning op te implementeren. Ter vergelijking: een supercomputer verbruikt net zoveel stroom als 10.000 huishoudens, een menselijk brein verbruikt slechts een equivalent van kleine ledlamp.
4 changes: 1 addition & 3 deletions blog/comet-chart.qmd
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---
title: Comet charts in Python
subtitle: Visualizing statistical mix effects and Simpson’s paradox with Altair
author: Daniel Kapitan
description: Visualizing statistical mix effects and Simpson’s paradox with Altair
date: 2021-01-29
date-format: "MMM YYYY"
image: /images/comet-chart.png
html:
code-fold: true
Expand Down
8 changes: 6 additions & 2 deletions blog/nrc-houd-toezicht-algoritmes.qmd
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title: Houd toezicht op de glazen algoritme-bol
description: |
Ingezonden brief aan NRC naar aanleiding van discussie over gebruik van algoritmes voor opsporing van fraude.
author: Daniel Kapitan
date: 2018-05-19
date-format: "MMM YYYY"
image: /images/nrc-open-source.jpg
toc: false
categories: [nederlands, responsible ai]
---

#

::: {.grid}
::: {.g-col-8}
Het gebruik van allerlei data door de overheid biedt voordelen, tegelijkertijd zijn er valkuilen. In het artikel [_U gaat frauderen. Dat zegt de computer_ (12 mei 2018)](https://www.nrc.nl/nieuws/2018/05/11/u-gaat-frauderen-dat-zegt-de-computer-a1602684) worden verschillende argumenten aangevoerd waarom het openbaar maken van de algoritmes die gebruikt worden niet wenselijk is: niet te begrijpen, veiligheid, privacy, et cetera. Integendeel: het openbaar c.q. toetsbaar maken van modellen is cruciaal om algoritmes verantwoord te gebruiken in het publieke domein. Met dezelfde open source-filosofie waarmee het internet groot is geworden, zou de werking van deze algoritmes door buitenstaanders kunnen worden beoordeeld. Een peer review-mechanisme, waarmee data scientists elkaars werk evalueren vanuit het maatschappelijk belang.
Expand All @@ -18,5 +21,6 @@ Het gebruik van allerlei data door de overheid biedt voordelen, tegelijkertijd z
:::
Niemand heeft veel last van een webwinkel die een verkeerd product aanbeveelt. Uitspraken over toegang tot sociale voorzieningen zijn van een geheel andere orde. Het huidige ‘gesloten’ beleid maakt mensen wantrouwend. Vervolgens worden onzinnige stoplappen gebruikt om tegemoet te komen aan het negatieve sentiment, zoals het uitmiddelen van de berekeningen over een straat. Het belang van data en algoritmes is te groot om deze niet openbaar te maken, juist in het publieke domein. Als de overheid bereid is haar data en modellen beschikbaar te stellen, zullen met mij veel experts zich aandienen om meer inzicht te verschaffen in de werking ervan en hiermee het maatschappelijk debat te ondersteunen.

[Ingezonden brief aan het NRC Handelsblad](https://www.nrc.nl/nieuws/2018/05/19/brieven-a1603511#/handelsblad/2018/05/19/#210).
<small class="text-muted">Ingezonden brief aan het NRC Handelsblad, gepubliceed op <a href=https://www.nrc.nl/nieuws/2018/05/19/brieven-a1603511#/handelsblad/2018/05/19/#210/>19 mei 2018</a>.</small>


38 changes: 38 additions & 0 deletions blog/origins-of-kapitan.qmd
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---
title: Origins of Kapitan
description: A personal history, explaining how we acquired Kapitan as our family name.
date: 2017-10-01
image: /images/zheng-he.jpg
categories: [english]
---

### _"You can call me Kapitan"_

Every so often friends ask me how a Chinese Indonesian ends up with such a name. Although its etymological origin is quite evident, you would not expect it to be related to the Indonesian _coupe d'etat_ in 1965, the clans of the Moluccas and an infamous Chinese eunuch explorer named Zheng He.

::: {.grid}
::: {.g-col-8}
Originally, my paternal’s family name was The. If I had been given a Chinese name it would have been something like The Kong Bing, where Kong is the [generation name](https://en.wikipedia.org/wiki/Generation_name) me and my brothers (I have none) would have had. Incidentally, I do have two cousins who actually bear this name, i.e. The Kong Han in the Netherlands and The Kong Gwan in Los Angeles.

The roots of my father’s family are well documented, since we are the descendants of the [Kapitan China](https://en.wikipedia.org/wiki/Kapitan_Cina) of Surabaya:

> Kapitan China was a title given to leaders of overseas Chinese enclaves in Southeast Asia. The local 15th century rulers of the region, and later the colonial establishment, chose to deal with a single individual from each ethnic group under their rule. In native harbour cities, resident Chinese often took the role of syahbandar, master of port, collecting dues and supervising traffic in the name of the ruler. <br><small class="text-muted">taken from <a href=https://www.goodreads.com/book/show/1326399.The_Encyclopedia_of_the_Chinese_Overseas/>the encyclopedia of the Chinese overseas</a>.</small>
:::

::: {.g-col-4}
![](/images/the-kapitan.jpg)
:::
:::

As the local rulers of the [Peranakan China](https://en.wikipedia.org/wiki/Peranakan) (literally: children of the Chinese) in Surabaya, my forefathers were quite well off. Our family is named after The Goan Tjing, who was the first to make it to the rank of majoor, one rung up the social ladder, above kapitan. As a testament to his achievements, the family shrine is still in place on [JI. Karat 50 Surabaya](https://goo.gl/maps/QzJB9LKaEWv), although I am not sure for how long: my dad tells me that local authorities are looking to demolish the place to make way for urban development. Tracing back the diaspora of the Chinese in Southeast Asia, one inevitably arrives at [Zheng He](https://en.wikipedia.org/wiki/Zheng_He), China’s most famous sea-faring explorer. Family legend has it that we are direct descendants of this admiral of the Chinese fleet during the Ming dynasty. He was castrated in his teens.

![](/images/rumah-sembahyang-the.jpg)

### How my dad changed his name

Surprisingly enough, the Kapitan China are not the reason why I was born as Kapitan in Jakarta on September 9, 1973. Our family name has a different origin, namely that of [Kapitan Pattimura](https://en.wikipedia.org/wiki/Pattimura ), a Moluccan rebel-hero. The Kapitan are quite a well-known family on Seram. Here, the title Kapitan refers to the warrior chiefs that lead their people in the battle for independence against the Dutch. Moluccan legend has it that the four Kapitans Wattimena, Wattimury, Nanlohy, and Talakua were once the leaders of the Country of Nusa Ina, aka the Mother Island. Their ventures along the Tale river led to the discovery of many places in the Moluccas. What once was a legendary title was in time adopted as a family name.

It is a matter of historical contingency that my father choose to take-up the name of his best friend in the early 1960s. Joshua Oppenheimer’s dyptich, [the Act of Killing](https://en.wikipedia.org/wiki/The_Act_of_Killing) and [the Look of Silence](http://thelookofsilence.com/) recount the backdrop of anti-Communist and, therefore, anti-Chinese sentiments that led to the forced [renunciation of Chinese surnames in Indonesia](https://en.wikipedia.org/wiki/Legislation_on_Chinese_Indonesians). My dad, then in his teens, did not take matters too seriously and nearly missed the deadline for changing his name and getting his new passport. On an impulse, he asked his best friend, Gerard Kapitan, whether he could take up his name. So, rather than adapting The to an Indonesian-sounding alternative (we have Tedjasurya and Themasoa in our family), The Sik Thay became Frederik Kapitan in 1964. We recently found out that the male lineage of the Kapitan family was in fact broken. Gerard’s (grand?)mother specifically asked for permission to take-up this name once again if and when she bore a son. Franz Kapitan (Gerard’s brother) told us that if the elders hadn’t honoured her request, we all would have been called Tentua.

Fast forward 50 years later. Our two boys, Manu Lee and Mas Lee, don’t know better than that their last name is Kapitan. A cool and unusual name, which we love to show off by using online-handles such as [El Kapitan](https://en.wikipedia.org/wiki/El_Capitan). And yes, we re-instated the Chinese generation name. I was quite delighted when my sister asked me to become guardian of her first-born, [Justin Lee Kragten](https://www.facebook.com/justinlee.kragten). A couple of years ago I befriended a Chinese young lady, and told her this story. One thing led to another, and ultimately she helped me re-discover an appropriate Chinese name, 郑空慈, which more or less translates into "Emptiness & Loving-Kindness, carried by someone from Zheng’s family". Chinese is a beautiful language.
"
21 changes: 0 additions & 21 deletions contact.qmd

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8 changes: 5 additions & 3 deletions projects/amphia.qmd
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Expand Up @@ -3,9 +3,11 @@ title: Amphia Sensium
description: |
Development of algorithms for early warning signals using smart plasters.
image: /images/amphia-sensium.jpg
categories: [english, applied AI, mentoring, healthcare]
categories: [applied AI, mentoring]
---

Story about Sensium and Frank
#

Link to interview (Dutch)
Stay tuned, more to follow soon.

Meanwhile, read an interview with Frank Niemantsverdriet and myself on how Amphia uses AI to combat scarcity in healthcare ([English](https://www.jads.nl/news/combating-healthcare-scarcity-with-data-what-role-will-your-hospital-play/), [Dutch](https://www.deondernemer.nl/innovatie/advertorial-jads-zorgschaarste-data~4152485)).
6 changes: 4 additions & 2 deletions projects/blue-radix.qmd
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Expand Up @@ -3,7 +3,9 @@ title: Blue Radix
description: |
Concepting the next generation AI for autonomous greenhouses.
image: /images/blue-radix-closeup.jpg
categories: [english, data architecture, healthcare]
categories: [data-centric ai, mentoring]
---

Story about Sensire
#

Stay tuned, more to follow soon.
9 changes: 6 additions & 3 deletions projects/has.qmd
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Expand Up @@ -3,9 +3,12 @@ title: HAS Green Academy
description: |
Strategic positioning and research for new data science & AI curriculum in food and agriculture domain.
image: /images/has.png
categories: [english, AI, agriculture]
toc: false
categories: [applied AI, lecturing]
---

Story about HAS.
#

This project was conducted in collaboration with Verdonck, Klooster & Associates.
Stay tuned, more to follow soon.

<small class="text-muted">This project was conducted in collaboration with Verdonck, Klooster & Associates.</small>
6 changes: 4 additions & 2 deletions projects/mytomorrows.qmd
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Expand Up @@ -3,7 +3,9 @@ title: MyTomorrows TrialSearch AI
description: |
Pre-screening of patient eligibility for clinical trials using large language models.
image: /images/mytomorrows.png
categories: [english, generative AI, healthcare]
categories: [applied AI, mentoring]
---

Story about MyTomorrows ...
#

Story about MyTomorrows to follow soon. Meanwhile read [the paper](https://arxiv.org/pdf/2304.07396.pdf) describing the results from this project.
2 changes: 1 addition & 1 deletion projects/pharmaccess.qmd
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Expand Up @@ -6,4 +6,4 @@ image: /images/pharmaccess-momcare-graphic.jpg
categories: [english, data architecture, healthcare]
---

Story about data commons in Africa ...
Stay tuned, more to follow soon.
8 changes: 6 additions & 2 deletions projects/roetz-life.qmd
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Expand Up @@ -3,7 +3,11 @@ title: Roetz Life
description: |
Coaching and desiging of new data platform for the Roetz Life circular e-bike.
image: /images/roetz-life.jpg
categories: [english, data architecture, sustainability]
categories: [data-centric ai, coaching]
---

Story about Roetz
#

![](/images/roetz-landfill.jpg)

Story about Roetz to follow soon.
6 changes: 4 additions & 2 deletions projects/sensire.qmd
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Expand Up @@ -3,7 +3,9 @@ title: Sensire
description: |
Coaching a data science team during the design and implementation of a state-of-the-art data platform for elderly and home care.
image: /images/sensire.jpg
categories: [english, data architecture, healthcare]
categories: [english, data-centric ai]
---

Story about Sensire
#

More to follow soon.

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