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9
_posts/projects/2018-02-01-innomi.md
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![logo](/assets/images/projects/innomi.png){: .align-left style="padding:0.1em; width:5em"}
This research project ([Innomi](https:\\innomi.org)) as part of the [Zentrum Digitalisierung.Bayern (ZDB)](https://www.bayern-innovativ.de/de/unternehmen/zdb) builds on the various preliminary projects that were financed by the Bavarian Ministry of Economic Affairs and took place with various Bavarian companies.
It aims to increase Bavaria's economic strength by transferring innovations from university to industry at an early stage.
The [Innomi](https:\\innomi.org) research project, part of the [Zentrum Digitalisierung.Bayern (ZDB)](https://www.bayern-innovativ.de/de/unternehmen/zdb), enhances Bavaria's economy by fostering early innovation transfers from academia to industry. Funded by the Bavarian Ministry of Economic Affairs and in collaboration with local companies, it has supported the [Mobile Distributed Systems Chair](https:\\mobile.ifi.lmu.de) since 2016, yielding numerous scientific publications across diverse research areas.
Since 2016, [Innomi](https:\\innomi.org) serves as the funding backbone of research for the [Mobile Distributed Systems Chair](https:\\mobile.ifi.lmu.de). This allowed our team to perform research on various topics with students and industry partners. This resulted in many scientific contributions:
[Innomi](https:\\innomi.org) has also enabled the organization of conferences like [Digicon](https://digitaleweltmagazin.de/digicon/) and [OpenMunich](https://openmunich.eu/), bridging industry and academia. My role extended to editing [Digitale Welt Magazin (DW)](https://digitaleweltmagazin.de), further linking current digitalization trends with industry needs.
{% cite zorn23surprise %}, {% cite gabor2022self %}, {% cite muller2020soccer %}, {% cite gabor2019self %}, {% cite elsner2019deep %}, {% cite friedrich2020hybrid %}, {% cite sedlmeier2020policy %}, {% cite muller2020acoustic %}, {% cite feld2018trajectory %}, {% cite illium2020meantime %}, {% cite illium2020surgical %}, {% cite muller2020analysis %}, {% cite muller2021acoustic %}, {% cite gabor2021goals %}, {% cite illium2021visual %}; just to reference a few of them.
Additionally, and me in the role as editor in chief (online), [Digitale Welt Magazin (DW)](https://digitaleweltmagazin.de) fullfilled the purpose of connecting the industry to recent topics in the ongoing process of digitization.
Also *Innomi* allowed us to organize two conferences [Digicon](https://digitaleweltmagazin.de/digicon/) and under my administration [OpenMunich](https://openmunich.eu/).
{% details_link zorn23surprise %}

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_posts/projects/2019-02-24-dw.md
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![logo](\assets\images\projects\dw.png){: .align-left style="padding:0.1em; width:5em"}
During my time at LMU, I filled the position of Editor in Chief at [DIGITALE WELT Magazin (DW)](https://digitaleweltmagazin.de), where I supervised the online and social media content with my working students.
This medium has set itself the goal of combining both scientifically and economically relevant topics in one platform.
During my time, I implemented and streamlined the processes from the aquisition to the publication of externally sourced articles.
Within due time I manged to automate most of the previously time-consuming tasks to cut the overall workhours by half, while establishing a wider portfolio.
I also supervised the re-degsign and relaunch of the website during the transition to an online first medium.
As Editor in Chief at [DIGITALE WELT Magazin (DW)](https://digitaleweltmagazin.de) during my tenure at LMU, I oversaw online and social media content, aiming to blend scientific and economic discourse on a singular platform. I streamlined content acquisition and publication processes, significantly reducing workload through automation and broadening our content portfolio. My tenure also included overseeing a major website redesign and transition towards a digital-first approach.
<center>
<img src="\assets\images\projects\dw_screenshot.png" width="550">
</center>
In the years prior, I also supervised the content of the Magazins' "Knowledge"-section, which then was released in printed format. Those past Issues are still available [online](https://digitaleweltmagazin.de/alle-magazine/).
Previously, I managed the "Knowledge" section, contributing to its printed editions, now accessible [online](https://digitaleweltmagazin.de/alle-magazine/).
<center>
<img src="\assets\images\projects\dw_magazin.png" width="550">
</center>

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_posts/projects/2019-02-24-water-networks.md
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role: Data Scientist, Machine Learning Expert
skills: Real-world model application
---
![Leaking pipe image](/assets/images/projects/pipe_leak.png){: .align-left style="padding:0.1em; width:5em"}
In cooperation with the Munich City Services ([Stadtwerke München (SWM)](https://www.swm.de/)), we researched the possibilities of leakage detection in real-world water networks.
Therefore, we installed contact microphones directly on the infrastructure in one of Munich's suburbs. {% cite muller2021acoustic%}
Collaborating with Munich City Services ([Stadtwerke München (SWM)](https://www.swm.de/)), our project focused on detecting leaks in water networks. We equipped Munich's suburban infrastructure with contact microphones to capture the sounds of potential leaks.
<center>
<figure class="half" style="max-width: 70%; text-align:center;">
@ -25,9 +23,7 @@ Therefore, we installed contact microphones directly on the infrastructure in on
</figure>
</center><br>
The feasibility study revealed the technical limitations of this undertaking. Nonetheless, we gain valuable insights. Through audio-to-mel spectrogram transformations and the power of machine learning, deep neural networks (conv. and recurrent) are more capable of extracting important features for the given task than classic ML approaches.
In this context, our team was able to produce further publications. {% cite elsner2019deep illium2020surgical muller2020analysis illium2022empirical%}
Our study highlighted technical challenges but also provided key insights. By transforming audio into mel spectrograms, we discovered that deep neural networks could identify crucial features more effectively than traditional machine learning methods, leading to further research publications.
<center>
<figure class="half" style="max-width: 70%; text-align:center;">
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</figure>
</center><br>
This project ran from late 2018 until the early months of 2020.
This project was active from late 2018 to early 2020.
{% include reference.html %}

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_posts/projects/2019-10-15-OpenMunich.md
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---
![logo](\assets\images\projects\openmunich.png){: .align-left style="padding:0.1em; width:5em"}
In cooperation with [Accenture](https://www.accenture.com/de-de) and [Red Hat](https://www.redhat.com/en), our chair organized the an opensource conference [`OpenMunich`](https:\\openmunich.eu) with focus on professional costumers and such becoming (students).
We also utilized thihs platform to talk about our research, while topics reached from Machine Learning applications to advanced in Quantum Computing technology.
In collaboration with [Accenture](https://www.accenture.com/de-de) and [Red Hat](https://www.redhat.com/en), our chair hosted the [`OpenMunich`](https:\\openmunich.eu) conference, targeting professionals and students with an interest in open-source technologies. This event served as a platform for discussing our research, spanning topics from Machine Learning to Quantum Computing advancements.
Accenture and Red Hat contributed not only financial support, they were also responsible for a major share of each years programm with sessions reaching from `Ansible` hands-on to ML applications and QC advances.
Accenture and Red Hat not only provided financial backing but also contributed significantly to the program, offering sessions on `Ansible`, ML, and QC.
My role was to organize the necessary infrastrukture, physical and personal as well as coordinate between the partners, colloegues and external speakers.
Furthermore, I was responsible for the projects website (content, structure and technology) as well as the personal to maintain it.![OpenMunich Website](\assets\images\projects\openmunich_website.png){: .align-rightstyle="padding:0.1em; width:10em"}
My responsibilities included organizing the infrastructure, coordinating with partners, colleagues, and external speakers, and managing the project's website—overseeing its content, structure, and maintenance.
![OpenMunich Website](\assets\images\projects\openmunich_website.png){: .align-right style="padding:0.1em; width:10em"}