09/05/2024 updated
100 % available
Data Scientist, Data & AI Consultant
Vau, Obidos, Portugal
Only remote
PhD, Dual MSc, BScProgramming & Cloud ● Python ● SQL ● Spark ● Azure ● Databricks
Data Visualisation ● Bokeh ● Matplotlib ● Power BI
Modelling ● Machine Learning ● Deep Learning ● Recommender Systems
Research & Statistics ● SPSS ● Research Methods ● Experimental Design ● Hypothesis & A/B Testing
Neuroscience ● Affective Computing ● Eye-tracking ● Neuro-Imaging
Creative ● Design Thinking ● Design led Analytics ● AI Design Sprints
Project Management & Leadership ● Agile ● Team Lead ● IT Consulting
Data Visualisation ● Bokeh ● Matplotlib ● Power BI
Modelling ● Machine Learning ● Deep Learning ● Recommender Systems
Research & Statistics ● SPSS ● Research Methods ● Experimental Design ● Hypothesis & A/B Testing
Neuroscience ● Affective Computing ● Eye-tracking ● Neuro-Imaging
Creative ● Design Thinking ● Design led Analytics ● AI Design Sprints
Project Management & Leadership ● Agile ● Team Lead ● IT Consulting
Experience
Professional experience5 - 10 years
Freelancer since2020
Languages
GermanNative speakerEnglishFluent
Project history
* Data science stream lead on machine learning for demand forecasting project (energy & services)
* Scoped and built traffic models for rush hour prediction and trip segmentation for IoT equipped vehicles
along with ideation of future ML use cases as part of customised data strategy (automotive)
* Build recommender system for IoT equipped elevators for repair jobs to be performed by technicians,
where high customer satisfaction led to an additional order of 670k USD (industrial engineering)
* Implemented hierarchy of classification models for machine part detection along with OCR (manufacturing)
* Recruitment: conducted technical interviews (focus: Data Science & AI)
* Scoped and built traffic models for rush hour prediction and trip segmentation for IoT equipped vehicles
along with ideation of future ML use cases as part of customised data strategy (automotive)
* Build recommender system for IoT equipped elevators for repair jobs to be performed by technicians,
where high customer satisfaction led to an additional order of 670k USD (industrial engineering)
* Implemented hierarchy of classification models for machine part detection along with OCR (manufacturing)
* Recruitment: conducted technical interviews (focus: Data Science & AI)
* Time-series machine learning for crisis early warning systems to predict events of interest on national and
sub-national level using a multitude of open source datasets (software, government, financial services)
* Object classification and localisation for satellite images using deep learning (government)
* Recommender system for up-selling upon vehicle purchase (automotive)
* Recruitment: conducting technical interviews (focus: AI), company representative at technical and AI
conferences, supervision of data science projects by student group (TU Darmstadt) etc.
sub-national level using a multitude of open source datasets (software, government, financial services)
* Object classification and localisation for satellite images using deep learning (government)
* Recommender system for up-selling upon vehicle purchase (automotive)
* Recruitment: conducting technical interviews (focus: AI), company representative at technical and AI
conferences, supervision of data science projects by student group (TU Darmstadt) etc.
* Building recommender systems for various recruitment products (i.e. 8.5M job alert emails per week,
mobile app etc.), analysing and predicting clickstream behaviour to optimise email marketing
mobile app etc.), analysing and predicting clickstream behaviour to optimise email marketing