Florian Huber Email & Phone Number

Düsseldorf, NRW, DE

Düsseldorf, North Rhine-Westphalia, Germany

Düsseldorf, North Rhine-Westphalia, Germany

• Research and teaching in the areas Data Science, Machine Learning, and Visual Analytics.Current key research areas:
• Latent space representations of complex data using deep learning (e.g. mass spectra, audio, text)
• Cheminformatics/Computational Metabolomics --> predictions on unknown compounds and complex biological mixtures
• Graph-based data analysis and visualization
• NLP (conversation analysis, chatbots)

Amsterdam Area, Netherlands

• Applying machine-learning techniques to various research projects, for instance to:
• Compare + cluster mass spectrometry data and gene sequences (with Wageningen University).
• Classify and cluster EEG time series data (with Utrecht University).
• Classify time series from sensor data or images of pieces of art.Data analytics, statistical methods, and software development for research projects.
• Detecting and classifying correlations in large data sets.
• Selecting and developing statistical methods for data analysis.

Delft Area, Netherlands

Developed Monte-Carlo computer-simulation that allows to explain a large set of experimental observations of microtubule growth dynamics.

Amsterdam Area, Netherlands

• I founded KÄNDI in 2015 in Amsterdam to develop and produce better tasting, better looking, more sustainable candy. Starting a small company comes with many different exciting tasks, including:
• Development of organic, sustainable sweets and food concepts
• Setting up a small-scale artisanal production for premium candy in Amsterdam.
• Presentations, workshops, and demonstrations on the science and perception of candy (or food in general).

Delft, Netherlands

• Independent research in the group of Marileen Dogterom.
• Development of novel computer simulations to model and analyze microtubule tip dynamics (Python based).

Amsterdam, Netherlands

• Independent research in the groups of Marileen Dogterom and Gijsje Koenderink.
• Develpment of computer simulations and data analysis tools to model and analysis microtubule dynamics. (MATLAB, Python)
• Design and construction of complex in vitro experiments on cytoskeleton organization and self-regulation with a focus on microtubule-actin crosstalk.
• Development of automated image analysis tools to interpret experimental data (MATLAB, Python, ImageJ)

Leipzig, Germany

• Experimental research to mimic the self-organization of actin networks in living cells.
• Design, development and application of computer simulations to understand lamellipodium network formation as seen in crawling mammalian cells.
• Design, development and application of a complementing mathematical modeling on actin network formation in crawling mammalian cells.

Leipzig, Germany

• Conception and organization of the microfestival 'doppelplusfrei' on free improvised music combined with video art installation.
• Acquisition of subsidies and support money.

Marseille, France

Construction of an experimental setup to observe vesicle / liposome deformation under flow.

Working as a nurse in a retirement home. Helps to appreciate solid food, day shifts, and the years to come.

Phd, Physics

Diplom (Ancient Old-School German Thing... Now M.S.), Physics

Education record

Physics exchange year