Experience

Schréder Hyperion

• Portugal
• IT Services and IT Consulting
• 1 - 100 Employee

• Research Engineer

  • Jun 2020 - Present

  Investigate scenarios and applications for mobility in smart city environments with sensor data collected by an edge-fog-cloud infrastructure. − Data fusion of sensors in real-time, e.g video or audio streams, to build AI models for adjusting the intensity of street light. − Implemented several prototypes with customers in different countries and integrated the solutions into an existing infrastructure. − Create the architecture of an edge-fog-server architecture to process large-scale data collected in a street lighting infrastructure. Show less



AddSecure Smart Transport Germany

• Germany
• Information Technology & Services
• 1 - 100 Employee

• Head of Data Science and Engineering

  • Jan 2020 - Apr 2020

  AddSecure (previously Navkonzept GmbH) acquired my former employer Square Metrics in January 2020. AddSecure (previously Navkonzept GmbH) acquired my former employer Square Metrics in January 2020.



Square Metrics

• Germany
• Information Technology & Services

• Head of Data Science and Engineering

  • Mar 2019 - Dec 2019

  Responsible for all efforts to collect, analyse and visualise moving assets in indoor and outdoor environments using crowd-sourced data as well as static IoT gateways.− Evaluate different concepts to track assets in indoor and outdoor environments with respect to scalability, performance and real-time capabilities.− Implement a platform for streaming data pipelines to process assets tracking data and assess and visualise moving assets in real-time.− Implement secure, energy efficient and smart IoT gateways to detect and locate moving assets using Bluetooth-, LoRa- or WiFi networks. Show less

• Head of Data Science

  • Jan 2016 - Mar 2019

  Responsible for all data related topics including real-time processing of large scale data and the analysis of location-based information.− Conception and implementation of a Bluetooth Low Energy beacon profile for a tamper-resistent identification of BLE beacons.− Extend the data processing architecture with data pipelines to reduce costs, enhance scalability and provide faster results.− Implement crowd-sourced asset tracking to detect logistics pallets and visualise monitoring and maintenance metrics.− Design and implementation of real-time indoor asset tracking using BLE-beacons and static IoT gateways. Show less

• Senior Data Scientist

  • Sep 2014 - Dec 2015

  Responsible for the design and implementation of a data platform to locate customers, analyse collected data to create profiles and provide custom-tailored interactions with customers.− Develop a real-time campaign system for a personalised and custom-tailored inter- action with customers based on their location and profile history.− Design and implement the architecture of an analytics platform to process large-scale customer location data.− In-depth analysis of customer profiles based on location data, push interactions and context to improve the direct customer contact. Show less



Curtin University

• Australia
• Higher Education
• 700 & Above Employee

• Visiting Scholar

  • Jan 2014 - Mar 2014



Technische Universität Graz

• Austria
• Higher Education
• 700 & Above Employee

• Scientific Research Assistant

  • Jan 2010 - Mar 2014

  Research to improve the prediction of interactions in online social networks withlocation-based data.− PhD Thesis: Exploiting Location-Based Data Sources for Link Prediction in anOnline Social Network.− Teaching activities for programming classes and supervising student projects.

• Project Staff

  • Jul 2008 - Dec 2009

  Research on open virtual environments and their integration into offline marketplacesto trade virtual assets.− Implemented a Web-shop prototype for virtual assets with an online micropaymentplatform.− Developed a virtual currency to buy and sell items and services in virtualenvironments.

• Project Staff

  • Jul 2007 - Jun 2008

  Software development in the field of Trusted Computing