Description

I develop machine leaning and computer vision solutions using python and modern C++. I’m passionate about edge based data intensive applications that combine embedded systems and cloud computing to provide inference locally on edge devices.

I am experienced in developing embedded systems software and computer vision algorithms in C++ and developing machine learning models in python. I have a background is in scientific computation for particle physics (PhD) which provides expertise in linear algebra, multivariate calculus and numerical methods.

Languages

English
Native or bilingual
German
Fluent

Workplace preferences

Can work on-site

Lucerne (up to 50km), Zurich (up to 50km), Basel (up to 50km), Bern (up to 50km)

AXON VIBE AG
Data Scientist
DIGITAL AND IT
November 2018 - December 2021 (3 years and 2 months)
Lucerne, Switzerland
I worked on a location based contextual platform building machine learning models that use mobile sensor data (GNSS/IMU) to detect behavioural patterns in users mobility. I constructed serverless injestion pipelines for data-monitoring, anomaly detection, and feature extraction (AWS Lambda, Batch and S3). I developed a system for Significant Location detection and productionized it as a batch service including ETL and data connectors as a RESTful service and visualization with Javascript.
Python Scikit-Learn TensorFlow Java Machine Learning Deep Learning
bbv Software Services AG
Senior Software Engineer
DIGITAL AND IT
December 2010 - October 2018 (7 years and 11 months)
Lucerne, Switzerland
I developed embedded software for RTOS/Embedded Linux in modern C++ using Agile methods. Projects included fieldbus based distributed real-time motion control (industrial robotics), communication and security modules (IoT), and metering platform (SmartEnergy). I performed Quality Assurance Engineering for medical devices with mobile app controller including executable functional specification in Cucumber, test automation with Appium and Jenkins.
C++ RTOS TDD CI/CD Python Scrum
Hagenbuch Hydraulic Systems AG
Project Leader (Software)
TECH
November 2006 - November 2010 (4 years)
Lucerne, Switzerland
Development of real-time motion control systems for 6DOF parallel kinematic manipulators (Stewart Platforms) and Vibration Analysis rigs, real-time signal processing, spectral analysis, and HMI development (.Net), project comissioning (on-site) and Level-2 technical support.
C++ Embedded Systems RTOS Robotik