Signal phase timing predictions with machine learning
Prediction of the next red signal phase's duration with traffic signal and loop detector data.
Learn moreI am a data scientist passionate about machine learning with real-world applications. My background including holding a PhD from ETH and years of experience in data science and machine/deep learning underline my passion to tackle pressing challenges for a more sustainable future. Currently, I am a Senior Solutions Engineer at Databricks, Inc. helping companies with data and AI problems.
See my full CVThe last years were full of fascinating projects, wrangling data and implementing data science pipelines to find solutations for transportation engineering problems. Several projects and collaborations lead to very useful implementations, data sets, and publications. I would be glad if you find someting useful here!
Check out projects and implementationsIn my free time, I like to the road with my road or gravel bike and explore the surroundings of - currently - Zurich, Switzerland. If time allows, I am also into long-distance cycling, such as e.g., the Swiss Ultra Cycling Challenge (SUCH). Some impressions and routes are collected here that might serve you well if you live in the area.
Let's get rollin!Prediction of the next red signal phase's duration with traffic signal and loop detector data.
Learn moreA data set containg traffic signal and loop detector data from a fully actuated control.
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