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Small Big Data Congress
sneak preview
Big Data Expo, 19-9-2018
8 pitches, 3 minutes each
• Dori van Hulst (Pipple) – inspiration from Pippi!
• Hjalmar van der Schaaf (HeadOn) – data in supply chains
• Bram van der Waaij (TNO) – reproducibility, testability, traceability
• Sylvie Verbunt (QuantBase) – fast analysis and visualisation
• Ron Snijders (TNO) – data quality assurance
• Peter van Everdingen (PLDN) – linked data
• Erik Kentie (SURFSara) – sharing data
• Maarten Kruithof (TNO) – discriminatory bias
Dori van Hulst
Solving complex problems with
mathematics and creativity
Data science
with purpose
Big on EQ and IQ!
We predict, we optimize, we innovate!
Hjalmar van der Schaaf
makes supply chains efficient.
?
?
?
blockchain solutions
for the supply chain
Sender
1. Create trusted
tradelane
2. info in
blockchain
3. Tag
shipment
PACK
Receiver
1. Scan
tag
2. Verify and
validate
3. Accept
SCAN & ACCEPT
SHIP
PAYMENT
INFO
Our value add
Proof of
origin
Proof of
delivery
Payment on
delivery
+ easier compliance & stakeholder management
80%
more efficiency
in your supply chain
source: 2018 ING, ABN AMRO soy in a blockchain
up to
Hjalmar
van der Schaaf
CEO
serial entrepreneur
background in
innovation,
IT and business.
Roel
Crooijmans
COO/CFO
serial entrepreneur
background in
innovation,
logistics and
business.
Tom
Stallinga
CCO
entrepreneur
background in
logistics
and SCM.
Rogier
Bosch
CTO
serial
entrepreneur
background in IT
&
software
Calvin, Erik, Jessie, Ritika, Dylan, Pardes, Amy, Yoeran, Jonathan, Agie, Ruben, Jessie.
A working system
1
4
Want to know how
can make your
supply chain
more efficient?
Hjalmar van der Schaaf
+31 6 21523527
hjalmar@cargoledger.nl
Bram van der Waaij
Societal trust in bigdata forces Accountability
TESTABLEEXPLAINABLE
Contact: bram.vanderwaaij@tno.nl
CI / CD
for model testing
Tracing data and models
REPRODUCIBLE
Scenario platforms
Sylvie Verbunt
Ron Snijders
Being Trustworthy needs Continuous Attention
Contact: ron.snijders@tno.nl
Complex Model ChainData Behavior over Time
Data Quality
Assurance
Contract Requirements
Indicators:
Trends:
!
…
Horizontal Scaling:
Peter van Everdingen
PITCH - Platform linked data Nederland
Pieter van everdingen (PLDN)
Small Big Data Congres - 19 september 2018
#LinkedDataNL
Platform Linked Data Nederland (PLDN)
Doe met ons mee
Als deelnemer/trekker
• Evenementen
• Werkgroepen
• Publicaties
Als sponsor
• Gold sponsor
• Silver sponsor
• Bronze sponsor
In de stuurgroep
Contact
Pieter van Everdingen/
Hans van Bragt
platformlinkeddatanl@gmail.com
Website
www.platformlinkeddata.nl
LinkedIn-group LOD Nederland
www.linkedin.com/groups/466278
Twitter @linkeddatanl
hashtag #linkeddatanl
Nieuwsbrief
www.pldn.nl/wiki/Nieuwsbrieven
Erik Kentie
Surf leden:
Universiteiten
HBO’s
UMC’s
(Kennis) instellingen
Start-Ups,
Incubators
Data hubs
Economic Boards
R&D –
afdelingen
(EU)-Projecten
Promotie
onderzoek
Branche
Organisaties
Voorbeelden :
• Seed Valley (research data)
• Green Village (streaming data, IOT)
Data delen tussen bedrijven en onderzoeksinstellingen
erik.kentie@surfsara.nl
Stand 1
Federated Identity & Access
management
Supercomputer
Cartesius
Fast Network
Storage
Research Cloud
Innovation Lab
• Veilig data delen (Auth)
• Technologie (Apache/Kafka)
• Rekenkracht
• Visualisatie en analyse (Jupyter)
• Governance/Policies
• Rollen (Datakeeper)
• FAIR dataAvies voor bedrijven
Innovatieve ICT + pilot
Maarten Kruithof
BIAS IN MACHINE LEARNING
DATASETS
Dr. ir. M.C. Kruithof
DISCRIMINATORY BIAS
Bias in Machine Learning Datasets
FAIRTEST VISUALISATION
https://github.com/columbia/fairtest
FAIRTEST VISUALISATION
Bias in Machine Learning Datasets https://github.com/columbia/fairtest
WHAT CAN WE DO
Bias in Machine Learning Datasets
RepresentationData
Learn
Protected Attribute
Predict
Information
Thank you!

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Small big data congress sneak preview

  • 1. Small Big Data Congress sneak preview Big Data Expo, 19-9-2018
  • 2. 8 pitches, 3 minutes each • Dori van Hulst (Pipple) – inspiration from Pippi! • Hjalmar van der Schaaf (HeadOn) – data in supply chains • Bram van der Waaij (TNO) – reproducibility, testability, traceability • Sylvie Verbunt (QuantBase) – fast analysis and visualisation • Ron Snijders (TNO) – data quality assurance • Peter van Everdingen (PLDN) – linked data • Erik Kentie (SURFSara) – sharing data • Maarten Kruithof (TNO) – discriminatory bias
  • 4. Solving complex problems with mathematics and creativity Data science with purpose Big on EQ and IQ! We predict, we optimize, we innovate!
  • 6. makes supply chains efficient.
  • 7.
  • 10. Sender 1. Create trusted tradelane 2. info in blockchain 3. Tag shipment PACK Receiver 1. Scan tag 2. Verify and validate 3. Accept SCAN & ACCEPT SHIP PAYMENT INFO
  • 11. Our value add Proof of origin Proof of delivery Payment on delivery + easier compliance & stakeholder management
  • 12. 80% more efficiency in your supply chain source: 2018 ING, ABN AMRO soy in a blockchain up to
  • 13. Hjalmar van der Schaaf CEO serial entrepreneur background in innovation, IT and business. Roel Crooijmans COO/CFO serial entrepreneur background in innovation, logistics and business. Tom Stallinga CCO entrepreneur background in logistics and SCM. Rogier Bosch CTO serial entrepreneur background in IT & software Calvin, Erik, Jessie, Ritika, Dylan, Pardes, Amy, Yoeran, Jonathan, Agie, Ruben, Jessie.
  • 15.
  • 16. Want to know how can make your supply chain more efficient?
  • 17. Hjalmar van der Schaaf +31 6 21523527 hjalmar@cargoledger.nl
  • 18. Bram van der Waaij
  • 19. Societal trust in bigdata forces Accountability TESTABLEEXPLAINABLE Contact: bram.vanderwaaij@tno.nl CI / CD for model testing Tracing data and models REPRODUCIBLE Scenario platforms
  • 21.
  • 23. Being Trustworthy needs Continuous Attention Contact: ron.snijders@tno.nl Complex Model ChainData Behavior over Time Data Quality Assurance Contract Requirements Indicators: Trends: ! … Horizontal Scaling:
  • 25. PITCH - Platform linked data Nederland Pieter van everdingen (PLDN) Small Big Data Congres - 19 september 2018 #LinkedDataNL
  • 26. Platform Linked Data Nederland (PLDN) Doe met ons mee Als deelnemer/trekker • Evenementen • Werkgroepen • Publicaties Als sponsor • Gold sponsor • Silver sponsor • Bronze sponsor In de stuurgroep Contact Pieter van Everdingen/ Hans van Bragt platformlinkeddatanl@gmail.com Website www.platformlinkeddata.nl LinkedIn-group LOD Nederland www.linkedin.com/groups/466278 Twitter @linkeddatanl hashtag #linkeddatanl Nieuwsbrief www.pldn.nl/wiki/Nieuwsbrieven
  • 28. Surf leden: Universiteiten HBO’s UMC’s (Kennis) instellingen Start-Ups, Incubators Data hubs Economic Boards R&D – afdelingen (EU)-Projecten Promotie onderzoek Branche Organisaties Voorbeelden : • Seed Valley (research data) • Green Village (streaming data, IOT) Data delen tussen bedrijven en onderzoeksinstellingen erik.kentie@surfsara.nl Stand 1 Federated Identity & Access management Supercomputer Cartesius Fast Network Storage Research Cloud Innovation Lab • Veilig data delen (Auth) • Technologie (Apache/Kafka) • Rekenkracht • Visualisatie en analyse (Jupyter) • Governance/Policies • Rollen (Datakeeper) • FAIR dataAvies voor bedrijven Innovatieve ICT + pilot
  • 30. BIAS IN MACHINE LEARNING DATASETS Dr. ir. M.C. Kruithof
  • 31. DISCRIMINATORY BIAS Bias in Machine Learning Datasets
  • 33. FAIRTEST VISUALISATION Bias in Machine Learning Datasets https://github.com/columbia/fairtest
  • 34. WHAT CAN WE DO Bias in Machine Learning Datasets RepresentationData Learn Protected Attribute Predict Information

Editor's Notes

  1. So we make logistics more efficient.
  2. My first job was at the Deloitte Consulting. I was busy digitising shipping documents. We were a team including our CTO of 100 all working from behind on of those liver colored desktops. This was way, way back in the past century. Paper is still a huge challenge in nowadays logistics. Paper adds complexity Paper gets lost. Paper also provides trust. Paper based trust is expensive and a lot of work. Trust can be organized in a different manner.
  3. This is where CargoLedger comes in. When shipping Cargo you want to know 3 things What do I ship the goods? Where is my paperwork? When will we get my money? And on money, the sooner, the better.
  4. How does CargoLedger make this easier? We deliver blockchain solutions for the supply chain.
  5. How does that work? All relevant information in a blockchain. Deleting data is impossible Sharing is easy; info is validated across the supply chain. Changes are transparent. A tradelane is created A QR code generated. The information is forwarded. The cargo is shipped. The receiver scans the QR code. And if all is ok then the sender is paid.
  6. Our added value Proof of origin. Validated information. Proof of delivery. Validated actions. Payment on delivery. on the roadmap. Easier compliance + Easier Stakeholder management. With validated information and actors.
  7. The blockchain provides the trust. And up to 80% more efficiency in your supply chain.
  8. This is our team. 80+ years in logistics and more.
  9. We have working system so no block talk. So we know where block chain can add value. We are installing this system @customers.
  10. We are in the midst of product validation. We have contracts with Van Oord, the Port of Rotterdam, Vopak and TieKinetix. We want to get to a product market fit in Q4. And we are looking for the right investor.
  11. So if you want to know what CargoLedger can do for you supply chain? The come talk to me.
  12. Thank you.
  13. Praatplaat voor de pitch (ongeveer 300 woorden)