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Since November 2020, I am a research scientist at the [https://www.fzi.de/wir-ueber-uns/organisation/mitarbeiter/address/daniel-bogdoll FZI Research Center for Information Technology] in the Technical Cognitive Systems (TKS) department and a PhD student at AIFB. My focus is on anomaly detection for autonomous vehicles. I am also deeply interested in the societal implications of autonomous vehicles in the (near) future.  
 
Since November 2020, I am a research scientist at the [https://www.fzi.de/wir-ueber-uns/organisation/mitarbeiter/address/daniel-bogdoll FZI Research Center for Information Technology] in the Technical Cognitive Systems (TKS) department and a PhD student at AIFB. My focus is on anomaly detection for autonomous vehicles. I am also deeply interested in the societal implications of autonomous vehicles in the (near) future.  
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=== Open Bachelor/Master Theses ===
 
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<li>[https://aifb.kit.edu/images/4/4e/2022_09_Benchmark_AnomalyDetection.pdf Anomaly Detection on Camera and Lidar Data with 3D Voxel Representation]</li>
 
<li>[https://aifb.kit.edu/images/2/20/2022_09_AnomalyDec_WorldModels.pdf Anomaly Detection with World Models for Autonomous Driving]</li>
 
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=== Open Hiwi positions ===
 
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<li>[https://aifb.kit.edu/images/c/c6/Autonomes_Fahren-_Seltene_und_herausfordernde_Szenarien_in_der_Simulation.pdf Autonomes Fahren: Seltene und herausfordernde Szenarien in der Simulation]</li>
 
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If you are interested in a student position in one of these fields, just send me an e-mail with your CV, your grades, and two sentences, why you are interested in the position. No cover letter necessary :)
 
 
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=== Publications ===
 
=== Publications ===

Aktuelle Version vom 24. Januar 2024, 09:18 Uhr

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Hello, let me introduce myself :) I'm Daniel and I studied Computational Engineering Science at RWTH Aachen University from 2011 to 2019 with a focus on Machine Learning. In my theses, I worked on A*-based trajectory planning and LCSS-based route matching. In 2017, I completed a research stay in the Silicon Valley in the area of sensor data augmentation. Subsequently, in 2018, I founded the shared mobility startup SAYM.

Since November 2020, I am a research scientist at the FZI Research Center for Information Technology in the Technical Cognitive Systems (TKS) department and a PhD student at AIFB. My focus is on anomaly detection for autonomous vehicles. I am also deeply interested in the societal implications of autonomous vehicles in the (near) future.

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Forschungsgebiete
Deep Learning, Anomaly Detection