Your expert for (i) the Development of AI models, (ii) the Optimisation of Business Task, and (iii) the Implementation and Automation of Workflows.
Aktualisiert am 21.09.2023
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.12.2023
Verfügbar zu: 100%
davon vor Ort: 25%
AI
Automation/Steuerung
Optimierung
Mathematik
C
R
Java
Haskell
Machine Learning
Supply Chain Management
Operations Research
PPS
Deep Reinforcement Learning
Python
Deep Learning
SQL
Datenbanken
Linux
Windows
Informatik
Knowledge Management
Forschung
German
Native language
English
Business fluent
Spanish
Fluent

Einsatzorte

Deutschland, Österreich, Schweiz
möglich

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 programming language and SQL (MS SQL Server)
    • Insights to the insurance industry
    • Automation
    • Optimisation
  • R programming (functional and object-oriented, R6)


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

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

Top-Skills

AI Automation/Steuerung Optimierung Mathematik C R Java Haskell Machine Learning Supply Chain Management Operations Research PPS Deep Reinforcement Learning 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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