10.02.2023 aktualisiert
100 % verfügbar
Senior Data Scientist
Deutschland
Deutschland
MSc particle physicsSkills
PhilosophieData AnalysisComputer VisionBash ShellBig DataEnergietechnikPythonMATLABMathematikNumPyOctavePhysikQgisSimulationenSQL
I am an experienced and enthusiastic freelance Senior Data Scientist. I have deep experience with geospatial modelling; sensor hardware; and computer vision analytics. I am open to offers for interesting short-to-medium term contracts, including lower paid work for not-for-profit projects.
I can work effectively with all levels in a team environment. I have broad experience across a range of areas from mobility startups to particle physics research to energy systems risk modelling.
I have a research masters in particle physics at the University of Tokyo, using advanced statistical methods to analyse big data from Large Hadron Collider simulations. I also have a solid undergraduate education in Physics, Mathematics and Philosophy.
Software: Python / Jupyter (pandas; numpy; scikit-learn; keras); QGIS; Bash; Luigi; SQL; MATLAB/Octave.
I can work effectively with all levels in a team environment. I have broad experience across a range of areas from mobility startups to particle physics research to energy systems risk modelling.
I have a research masters in particle physics at the University of Tokyo, using advanced statistical methods to analyse big data from Large Hadron Collider simulations. I also have a solid undergraduate education in Physics, Mathematics and Philosophy.
Software: Python / Jupyter (pandas; numpy; scikit-learn; keras); QGIS; Bash; Luigi; SQL; MATLAB/Octave.
Erfahrung
Berufserfahrung0 - 5 Jahre
Sprachen
EnglischMuttersprache
Projekthistorie
Parkling is an innovation leader in high precision on-street data. I was one of the first
hires brought in to define and develop Parkling's forecasting and computer vision
products:
* Temporal-spatial forecasting of parking probabilities from messy scan-car lidar data.
80% reduction in parking search time.
* Developed deep learning computer vision methods to find and classify parking
signs.
* Created geospatial parking regulations databases for 10+ cities.
* Developed end-to-end data science pipeline processing TBs of 4K video data daily.
* Operations planning and monitoring tools improved efficiency of data collection 60%
* High-impact presentations of data science insights to investors and C-level.
* Project planning and supervision of junior data scientists and developers.
hires brought in to define and develop Parkling's forecasting and computer vision
products:
* Temporal-spatial forecasting of parking probabilities from messy scan-car lidar data.
80% reduction in parking search time.
* Developed deep learning computer vision methods to find and classify parking
signs.
* Created geospatial parking regulations databases for 10+ cities.
* Developed end-to-end data science pipeline processing TBs of 4K video data daily.
* Operations planning and monitoring tools improved efficiency of data collection 60%
* High-impact presentations of data science insights to investors and C-level.
* Project planning and supervision of junior data scientists and developers.
DSR is a three-month intensive professional development course focussing on machine
learning and deep learning methods. I completed a project utilising deep neural networks
and geospatial modelling to map on-street parking regulations.
learning and deep learning methods. I completed a project utilising deep neural networks
and geospatial modelling to map on-street parking regulations.
Automated ETL, modeling, and visualisation of geospatial data for clients. Concurrently
studied German to CEFR B2 level.
studied German to CEFR B2 level.