Description

I am an experienced data scientist and machine learning engineer, holding a PhD in Elemantary particle Physics. My portfolio of skills is wide and ranges from Python, SQL, Google Cloud Analytics, Big Query, Pandas, Scikit-learn, TensorFlow....

It seems like i am also good in languages because I speak 4 (Dutch, French, English, German) fluently and am currently learning Portuguese.

Senior Data Scientist | Product Analytics | BigQuery | Python | Retention & CLV Modelling

Industry field of expertise

Languages

German
Fluent
Dutch
Native or bilingual
French
Fluent
English
Fluent
Portuguese
Conversational

Workplace preferences

Remote only

Primarily works remotely

Self employed
Freelance Data Scientist
January 2022 - Today (4 years and 5 months)
Madeira, Portugal
Have been working on various projects in a diversity of fields• Some examples are:
- Magenta Insight LTD: Designed an AI-driven system for detecting
well water pumping via temperature sensors, with a Python-based
dashboard.
- The sniffers: Processing Piping and Instrumentation Diagrams (P&ID)
from autocad, to detect the symbols, and texts from the pdfs. Retraining
a deep learning ResNet-50 model for object detection and a TrOCR
model from Huggingface Transformers for the text recognition.
- RoboVision: Calculation of the VolumeFlow of material passing by a
stereo camera setup, using classical opencv techniques to determine
height profiles and deep learning approaches (CrocoFlow and
MemFlow) for flow estimation.
- Impala Studios: Building a forecast model based on google DeepMind's Graphcast forecaster, with tailered sever weather event detection and automatic slack reporting.
-Best Way Healthcare (UK): Helping in creating insides into the customer data withing the weight management business.
Deep Learning Machine learning Business model
AGT International
Senior Data Scientist
January 2015 - December 2021 (6 years and 11 months)
64 Darmstadt, Germany
• - Led the development of the world's first AI-powered sensor-based bull scoring system for the Professional Bull Riders (PBR) organization
• - Implemented the analytics solution for bull scoring, including sensor signal processing, feature extraction, and predictive modeling of ride difficulty.
• - Delivered the project to customer satisfaction.
• - Contributed to pre-sales activities, proof-of-concepts, and scope definition for projects in sports analytics (basketball, horse riding, surfing).
AGT International
Senior Researcher
January 2012 - December 2014 (2 years and 11 months)
64 Darmstadt, Germany
• - Developed predictive maintenance models for heavy machinery and machine state estimation for German industrial clients.
• - Built analytics solutions for a dike stability monitoring system, involving failure prediction, trend analysis, and environmental system simulation.