Martin Johnsen
Copenhagen, Capital Region of Denmark, Denmark
2K followers
500+ connections
About
Co-founder of Subsets. Subsets is the retention automation platform for subscription…
Activity
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I'm taking home $2.500 a month. And I've never felt richer in my life. Remember, I'm living in Copenhagen which is one freaking expensive city😉 I…
I'm taking home $2.500 a month. And I've never felt richer in my life. Remember, I'm living in Copenhagen which is one freaking expensive city😉 I…
Liked by Martin Johnsen
Experience
Education
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Mathematics, machine learning, and signal processing.
Master thesis: "Big data for smart cities." The project was conducted physically in Hanoi, Vietnam, in collaboration with Ecopark and Ecotek. Ecopark is a smart city township located 15 km outside of Hanoi with 20,000+ residents. Ecotek is Ecopark's technology subsidiary and tech-enabler.
Publication during Master
Title: Population synthesis for urban resident modeling using deep generative models
Authors: Martin…Mathematics, machine learning, and signal processing.
Master thesis: "Big data for smart cities." The project was conducted physically in Hanoi, Vietnam, in collaboration with Ecopark and Ecotek. Ecopark is a smart city township located 15 km outside of Hanoi with 20,000+ residents. Ecotek is Ecopark's technology subsidiary and tech-enabler.
Publication during Master
Title: Population synthesis for urban resident modeling using deep generative models
Authors: Martin Johnsen, Oliver Brandt, Sergio Garrido, and Francisco C. Pereira
Published in: Neural Computing and Applications (NCAA) - link attached -
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Thesis written at the department of Applied Mathematics and Computer Science. The objective was to identify fraudulent Bitcoin transactions using Bayesian machine learning.
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Licenses & Certifications
Volunteer Experience
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Co-researcher
DTU - Technical University of Denmark
- 1 year 4 months
Assisting with research within Deep Neural Networks at DTU. The research was focused on population synthesis using deep generative models.
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Co-Founder & Managing Director
SupplyTech Insights
- 1 year 2 months
Co-founded a conference that become the leading nordic CXO forum within Supply Chain Technology with a team of ten students. We generated 100k+ EUR in revenue within the first year and created profit.
Publications
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Population synthesis for urban resident modeling using deep generative models
Neural Computing and Applications (NCAA)
Abstract:
The impacts of new real estate developments are strongly associated to its population distribution (types and compositions of households, incomes, social demographics) conditioned on aspects such as dwelling typology, price, location, and floor level. This paper presents a Machine Learning based method to model the population distribution of upcoming developments of new buildings within larger neighborhood/condo settings.
We use a real data set from Ecopark Township, a real…Abstract:
The impacts of new real estate developments are strongly associated to its population distribution (types and compositions of households, incomes, social demographics) conditioned on aspects such as dwelling typology, price, location, and floor level. This paper presents a Machine Learning based method to model the population distribution of upcoming developments of new buildings within larger neighborhood/condo settings.
We use a real data set from Ecopark Township, a real estate development project in Hanoi, Vietnam, where we study two machine learning algorithms from the deep generative models literature to create a population of synthetic agents: Conditional Variational Auto-Encoder (CVAE) and Conditional Generative Adversarial Networks (CGAN). A large experimental study was performed, showing that the CVAE outperforms both the empirical distribution, a non-trivial baseline model, and the CGAN in estimating the population distribution of new real estate development projects.
Honors & Awards
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Winner of Hiperfit Blockchain Competition
Departement of Computer Science University of Copenhagen, IT University Copenhagen and Copenhagen Business School
Best solution in the corporate category, case competition Blockchain Summer School 2017
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WUHUUUUUUU WE GOT OUR FIRST INVESTMENT A total of 61.500 USD (430.000 DKK) Marius Vilholm and I are not the only people who believe that AI will…
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Det går stærkt i All Gravy disse dage, hvor vores produkt vokser på ugentlig basis, vores team vokser (med fantastiske mennesker) for at følge med…
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Project Mercury - SAP S/4 HANA implementation completed in Denmark ☑️ After months of workshops, development, testing, and training, we went live…
Project Mercury - SAP S/4 HANA implementation completed in Denmark ☑️ After months of workshops, development, testing, and training, we went live…
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KØB BERLINGSKE I DAG 🚀 Weekenden startede godt ud med Berlingske som har skrevet en artikel om Karriereklubben 👏 Det er en stor anerkendelse for…
KØB BERLINGSKE I DAG 🚀 Weekenden startede godt ud med Berlingske som har skrevet en artikel om Karriereklubben 👏 Det er en stor anerkendelse for…
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Her på det sidste har der været en smule stille fra min side af... 👋 Starten af året har nemlig budt på masser af spændende ting - både nye…
Her på det sidste har der været en smule stille fra min side af... 👋 Starten af året har nemlig budt på masser af spændende ting - både nye…
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"'Hvad laver du i weekenden André?" 🌟 "Podcasts" 🖖 Jeg har har en fantastisk weekend i fællesskab med Caroline Rossmeisl og 3 fantastiske…
"'Hvad laver du i weekenden André?" 🌟 "Podcasts" 🖖 Jeg har har en fantastisk weekend i fællesskab med Caroline Rossmeisl og 3 fantastiske…
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First day with The LHoFT - Luxembourg House of Financial Technology program in Bangkok, and wow, what an opportunity... I didn't know what to expect,…
First day with The LHoFT - Luxembourg House of Financial Technology program in Bangkok, and wow, what an opportunity... I didn't know what to expect,…
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I went to Startup School in 2007 and 2008 at Berkeley and Stanford. They were life-changing experiences for me and I feel so proud being in Boston…
I went to Startup School in 2007 and 2008 at Berkeley and Stanford. They were life-changing experiences for me and I feel so proud being in Boston…
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Our latest ad in nyc celebrating the launch of LiveFlow for Excel! 😅
Our latest ad in nyc celebrating the launch of LiveFlow for Excel! 😅
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In the past weeks, we’ve talked with many companies considering migrating to Kubernetes. Migrating to Kubernetes opens up a world of possibilities…
In the past weeks, we’ve talked with many companies considering migrating to Kubernetes. Migrating to Kubernetes opens up a world of possibilities…
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