Machine Learning, Optimization and Automation: Together we can build your AI (RL, ANN, GAN, VAE, etc.), Automation and Optimization.
Aktualisiert am 16.10.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.01.2026
Verfügbar zu: 100%
davon vor Ort: 25%
AI
Machine Learning
Optimierung
Deep Reinforcement Learning
Programmierung
C
R
Java
Haskell
Automation/Steuerung
Supply Chain Management
Operations Research
PPS
Python
Deep Learning
SQL
Datenbanken
Linux
Windows
Informatik
Knowledge Management
Forschung
German
Native language
English
Business fluent
Spanish
Fluent

Einsatzorte

Einsatzorte

Any (+50km) Remote (+500km)
Deutschland, Schweiz, Österreich
I mainly work remote, from Valencia, Spain. Travelling is possible, relocation not.
möglich

Projekte

Projekte

Since May 2023: Workflow Optimization of CAT Modeling


Customer: Zurich Insurance


Tasks:

  • Workflow automatisation for the execution of mathematical models for catastrophic events
  • Extraction, Transformation and Loading (ETL) process as a basic requirement
  • The main implementation are performed in the R and SQL (MS SQL Server)
    • Insights to the insurance industry
    • Automation
    • Optimisation
  • R programming (functional and object-oriented, R6)
  • NatCat modelling.
  • CI/CD. Automation. Github Actions.
  • Big data.
  • APIs.
  • SQL/T-SQL.
  • Azure Cloud/DevOps/Portal.
  • Agile methodologies (Scrum and agile project managment).


2022 - 2023: Exploiting the potential of reinforcement learning


Customer: Fraunhofer Austria, SZTAKI (Hungary), Universität Innsbruck, VRVis, Engel Austria, Robert Bosch AG


Tasks:

  • REINFORCE: Exploiting the potential of reinforcement learning for continuous optimisation of complex and dynamic systems

2021 - 2021: Smartproduction 4.0


Customer: Voestalpine, University of Innsbruck (contractee), Solentia Software & Consulting

2018 - 2019: Smartproduction 4.0


2017 - 2018: Production Planning meets Artificial Intelligence for Industry 4.0 (AI4Industry)


Role: Project head

Customer: on request

2015 - 2018: Complexity Analysis-based Guaranteed Execution

2015 - 2017: An experimental analysis of the lead time syndrome (LTS)


Customer: University of Innsbruck

Aus- und Weiterbildung

Aus- und Weiterbildung

2017 ? 2021-09

University of Innsbruck

PhD Management, Department of Information Systems, Production and Logistics Management with focus on Production and Logistics Management.


Focus:

Member at the ISIR PhD Summer

School 2019 on ?Logistics 4.0: Inventory Management in a Digital Era?


Focus:

Thesis: on request


2014 - 2018-09

University of Innsbruck

Master?s degree in Computer Science. Member at the ?8th International

School on Rewriting at HTWK Leipzig? in 2015


2014 - 2017

University of Innsbruck

Master?s degree in Information Systems

Admission to the Dean?s List during winter term 2015


2011 - 2014

University of Innsbruck

Bachelor?s degree in Computer Science


2010 - 2011

Point Park University in Pittsburgh

Studying in the USA in the areas of ?Information Technology? and ?Sports, Arts & Entertainment Management?.

Admission to the Dean?s List in the spring semester


2004 - 2009

HTL Rankweil, Department for structural engeneering

Matriculation with good performance


2000 - 2004

Sporthauptschule Rankweil, Main school in Rankweil

special focus on sport

Graduation with excellent performance

Kompetenzen

Kompetenzen

Top-Skills

AI Machine Learning Optimierung Deep Reinforcement Learning Programmierung C R Java Haskell Automation/Steuerung Supply Chain Management Operations Research PPS Python Deep Learning SQL Datenbanken Linux Windows Informatik Knowledge Management Forschung

Produkte / Standards / Erfahrungen / Methoden

Products/Tools

  • Emacs 
  • LATEX 
  • MS Office, LibreOffice


Computer Science

  • Imperative Programming, Scripting
  • Functional Programming
  • Object-oriented Programming
  • Machine Learning
  • Concurrent Programming
  • Statistics


Operations Management

  • MRP, Supply Chain, HPP
  • Optimization
  • Linear Programming
  • Simulations
  • Data-Warehouse-Systems
  • IT-Project Management
  • Knowledge-Management


Soft Skills

  • Critical Thinking
  • Leadership
  • Teamwork
  • Problem Solving and Creativity


TEACHING EXPERIENCE

2017 - today


Tasks:

Supervision of more than 5 Bachelor theses and co-supervision of 3 Master theses


2017 - 2020


Tasks:

  • Management of Production Processes


2016 - 2016


Tasks:

  • Programming Methodology (Java-Programming)


2015 - 2015


Tasks:

  • Introduction to Theoretical Computer Science


Work Experience

2023 - today

Role: Self-employed

Customer: Zurich Insurance


Tasks:

  • Workflow automatisation for the execution of mathematical models for catastrophic events
  • Extraction, Transformation and Loading (ETL) process as a basic requirement
  • The main implementation are performed in the R programming language and SQL (MS SQL Server)
    • Insights to the insurance industry
    • Automation
    • Optimisation
  • R programming (functional and object-oriented, R6)


2021 - 2023-04

Role: Self-employed


Tasks:

working on research projects

  • Previous project: Smartproduction 4.0: ICT als Key Enabler zur ganzheitlichen Performancesteigerung f¨ur hochinnovative Stahlprodukte. 
  • Current projects: For the government of the Canary Islands in cooperation with the University of Valencia researching health impacts due to dust episodes (in the R programming language). In cooperation with several project partners, e.g. Fraunhofer Austria, SZTAKI (Hungary), the University of Innsbruck, and two companies the application of reinforcement learning to production processes are investigated. 
    • Self-organization, taxation and management of a (small) company. Acquisition and management of projects, customer contact and time management
    • Knowledge transfer between different parties (companies, researchers, students, institutions). International contacts


2018 - 2020-03

Role: Co-Founder, CTO 

Customer: on request


Tasks:

Developing Embedded Systems for Quality Assurance using AI.

  • Design and programming of machine learning/artificial intelligence algorithms for automated quality assurance in the food industry.
    • Application of algorithms and methods in the enterprises
    • Design of programs, obstacles in application and implementation of scientific results. Working with partners, management of time and resources and food industry specific regulations


2017-01 - 2021-01

Customer: University of Innsbruck


Tasks:

  • PhD Management at the Department of Information Systems, Production & Logistics Management.
    • Research
    • teaching, paper writing and publishing, supervision of theses
  • Working on Operations Research and Artificial Intelligence (i.e. machine learning), research, paper writing, editing, publishing, reviewing, presentation, teamwork, teaching, supervision of theses


2015-11/2016-10

Role: Student assistant 

Customer: University of Innsbruck (?Production & Logistics Management? group)


Tasks:

Student assistant at the department of Production & Logistics Management, working on research projects for the lead time syndrome.

  • Working on research projects while studying
  • Researching and managing in an collaborative environment


2014-09 - 2016-09

Role: Student assistant 

Customer: University of Innsbruck. (?Computational Logic? group)


Tasks:

Activity: Student assistant in the Computational Logic group, working on research, mainly the Master thesis.

  • Working on research projects while studying
  • How to acquire and transfer scientific knowledge to/from students


2013 - 2013

Customer: b2electronic


Tasks:

Programming, mainly in C#

  • Programming in an professional environment
  • Team building


2012 - 2012

Customer: b2electronic


Tasks:

Programming, mainly in C#

  • Programming in an professional environment
  • Team building


2010 - 2011 

Customer: IfS Mühletor


Tasks:

  • Civilian service


2006 - 2009 

Role: web designer and network administrator

Customer: on request


2008 - 2008

Customer: Hilti Repair Center Glasgow


Tasks:

Six weeks in Glasgow, Scotland, multiple activities

Betriebssysteme

GNU/Linux
Windows
98, XP, Vista, 7, 8, 10

Programmiersprachen

C
R
Python
Java
C#
Haskell
OCaml

Datenbanken

SQL
MySQL
Postgres

Einsatzorte

Einsatzorte

Any (+50km) Remote (+500km)
Deutschland, Schweiz, Österreich
I mainly work remote, from Valencia, Spain. Travelling is possible, relocation not.
möglich

Projekte

Projekte

Since May 2023: Workflow Optimization of CAT Modeling


Customer: Zurich Insurance


Tasks:

  • Workflow automatisation for the execution of mathematical models for catastrophic events
  • Extraction, Transformation and Loading (ETL) process as a basic requirement
  • The main implementation are performed in the R and SQL (MS SQL Server)
    • Insights to the insurance industry
    • Automation
    • Optimisation
  • R programming (functional and object-oriented, R6)
  • NatCat modelling.
  • CI/CD. Automation. Github Actions.
  • Big data.
  • APIs.
  • SQL/T-SQL.
  • Azure Cloud/DevOps/Portal.
  • Agile methodologies (Scrum and agile project managment).


2022 - 2023: Exploiting the potential of reinforcement learning


Customer: Fraunhofer Austria, SZTAKI (Hungary), Universität Innsbruck, VRVis, Engel Austria, Robert Bosch AG


Tasks:

  • REINFORCE: Exploiting the potential of reinforcement learning for continuous optimisation of complex and dynamic systems

2021 - 2021: Smartproduction 4.0


Customer: Voestalpine, University of Innsbruck (contractee), Solentia Software & Consulting

2018 - 2019: Smartproduction 4.0


2017 - 2018: Production Planning meets Artificial Intelligence for Industry 4.0 (AI4Industry)


Role: Project head

Customer: on request

2015 - 2018: Complexity Analysis-based Guaranteed Execution

2015 - 2017: An experimental analysis of the lead time syndrome (LTS)


Customer: University of Innsbruck

Aus- und Weiterbildung

Aus- und Weiterbildung

2017 ? 2021-09

University of Innsbruck

PhD Management, Department of Information Systems, Production and Logistics Management with focus on Production and Logistics Management.


Focus:

Member at the ISIR PhD Summer

School 2019 on ?Logistics 4.0: Inventory Management in a Digital Era?


Focus:

Thesis: on request


2014 - 2018-09

University of Innsbruck

Master?s degree in Computer Science. Member at the ?8th International

School on Rewriting at HTWK Leipzig? in 2015


2014 - 2017

University of Innsbruck

Master?s degree in Information Systems

Admission to the Dean?s List during winter term 2015


2011 - 2014

University of Innsbruck

Bachelor?s degree in Computer Science


2010 - 2011

Point Park University in Pittsburgh

Studying in the USA in the areas of ?Information Technology? and ?Sports, Arts & Entertainment Management?.

Admission to the Dean?s List in the spring semester


2004 - 2009

HTL Rankweil, Department for structural engeneering

Matriculation with good performance


2000 - 2004

Sporthauptschule Rankweil, Main school in Rankweil

special focus on sport

Graduation with excellent performance

Kompetenzen

Kompetenzen

Top-Skills

AI Machine Learning Optimierung Deep Reinforcement Learning Programmierung C R Java Haskell Automation/Steuerung Supply Chain Management Operations Research PPS Python Deep Learning SQL Datenbanken Linux Windows Informatik Knowledge Management Forschung

Produkte / Standards / Erfahrungen / Methoden

Products/Tools

  • Emacs 
  • LATEX 
  • MS Office, LibreOffice


Computer Science

  • Imperative Programming, Scripting
  • Functional Programming
  • Object-oriented Programming
  • Machine Learning
  • Concurrent Programming
  • Statistics


Operations Management

  • MRP, Supply Chain, HPP
  • Optimization
  • Linear Programming
  • Simulations
  • Data-Warehouse-Systems
  • IT-Project Management
  • Knowledge-Management


Soft Skills

  • Critical Thinking
  • Leadership
  • Teamwork
  • Problem Solving and Creativity


TEACHING EXPERIENCE

2017 - today


Tasks:

Supervision of more than 5 Bachelor theses and co-supervision of 3 Master theses


2017 - 2020


Tasks:

  • Management of Production Processes


2016 - 2016


Tasks:

  • Programming Methodology (Java-Programming)


2015 - 2015


Tasks:

  • Introduction to Theoretical Computer Science


Work Experience

2023 - today

Role: Self-employed

Customer: Zurich Insurance


Tasks:

  • Workflow automatisation for the execution of mathematical models for catastrophic events
  • Extraction, Transformation and Loading (ETL) process as a basic requirement
  • The main implementation are performed in the R programming language and SQL (MS SQL Server)
    • Insights to the insurance industry
    • Automation
    • Optimisation
  • R programming (functional and object-oriented, R6)


2021 - 2023-04

Role: Self-employed


Tasks:

working on research projects

  • Previous project: Smartproduction 4.0: ICT als Key Enabler zur ganzheitlichen Performancesteigerung f¨ur hochinnovative Stahlprodukte. 
  • Current projects: For the government of the Canary Islands in cooperation with the University of Valencia researching health impacts due to dust episodes (in the R programming language). In cooperation with several project partners, e.g. Fraunhofer Austria, SZTAKI (Hungary), the University of Innsbruck, and two companies the application of reinforcement learning to production processes are investigated. 
    • Self-organization, taxation and management of a (small) company. Acquisition and management of projects, customer contact and time management
    • Knowledge transfer between different parties (companies, researchers, students, institutions). International contacts


2018 - 2020-03

Role: Co-Founder, CTO 

Customer: on request


Tasks:

Developing Embedded Systems for Quality Assurance using AI.

  • Design and programming of machine learning/artificial intelligence algorithms for automated quality assurance in the food industry.
    • Application of algorithms and methods in the enterprises
    • Design of programs, obstacles in application and implementation of scientific results. Working with partners, management of time and resources and food industry specific regulations


2017-01 - 2021-01

Customer: University of Innsbruck


Tasks:

  • PhD Management at the Department of Information Systems, Production & Logistics Management.
    • Research
    • teaching, paper writing and publishing, supervision of theses
  • Working on Operations Research and Artificial Intelligence (i.e. machine learning), research, paper writing, editing, publishing, reviewing, presentation, teamwork, teaching, supervision of theses


2015-11/2016-10

Role: Student assistant 

Customer: University of Innsbruck (?Production & Logistics Management? group)


Tasks:

Student assistant at the department of Production & Logistics Management, working on research projects for the lead time syndrome.

  • Working on research projects while studying
  • Researching and managing in an collaborative environment


2014-09 - 2016-09

Role: Student assistant 

Customer: University of Innsbruck. (?Computational Logic? group)


Tasks:

Activity: Student assistant in the Computational Logic group, working on research, mainly the Master thesis.

  • Working on research projects while studying
  • How to acquire and transfer scientific knowledge to/from students


2013 - 2013

Customer: b2electronic


Tasks:

Programming, mainly in C#

  • Programming in an professional environment
  • Team building


2012 - 2012

Customer: b2electronic


Tasks:

Programming, mainly in C#

  • Programming in an professional environment
  • Team building


2010 - 2011 

Customer: IfS Mühletor


Tasks:

  • Civilian service


2006 - 2009 

Role: web designer and network administrator

Customer: on request


2008 - 2008

Customer: Hilti Repair Center Glasgow


Tasks:

Six weeks in Glasgow, Scotland, multiple activities

Betriebssysteme

GNU/Linux
Windows
98, XP, Vista, 7, 8, 10

Programmiersprachen

C
R
Python
Java
C#
Haskell
OCaml

Datenbanken

SQL
MySQL
Postgres

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