Marc Rostock
Freelance Deep Learning Engineer
Experience
May 2021 - Present
3 years 10 months Berlin, Germany
Deep Learning Modelling Engineer (AI Vision Perception)
CARIAD
Sep 2019 - Nov 2020
1 year 3 months Germany
Deep Learning Engineer
ZENUITY
May 2018 - Apr 2021
3 years Munich, Germany
Freelance Software and Deep Learning Engineer
Self-employed
Sep 2017 - May 2018
9 months Munich, Germany
Software Engineering Team Lead
Digital Energy Solutions Gmbh & Co. KG
- Energy monitoring cloud platform with interface to e-mobility backend, IoT connection to smart meters & storage batteries using micro-services architecture
- Team build up, 3 internal engineers, 2 external frontend-devs
- 50% of working hours spent coding (python, flask, golang, graphQL APIs, REST APIs, docker, kubernetes, influxdb, postgresql, mongodb, vue.js, azure)
Apr 2016 - Aug 2017
1 year 5 months Munich, Germany
Product Owner Energy Monitoring and eMobility Cloud Solution
Digital Energy Solutions Gmbh & Co. KG
- Introduction and establishment of agile methods (scrum)
- Requirements- and sprint-definition, tracking via JIRA boards
- Part of tech due dilligences of several startup-companies
Sep 2012 - Mar 2016
3 years 7 months Germering, Germany
Head of Technology and Development
econ solutions GmbH
- Development of Energy Monitoring System acc. to ISO 50001 with hard- & software solution
- Build up of organization, processes and IT infrastructure of the startup, automation of customization-, delivery-, installation- and support workflows.
- Product management, engineering, service, support for >250 on-premise systems
- Definition of product- and tech roadmap, requirements definition and iterative development with kanban.
- Coordination of external resources and partners.
- Position with with statutory authority (ppa.), 6 direct reports
- Coding: 30% of working hours (python, php, mysql, html5, js, c/c++, golang)
Nov 2011 - Sep 2012
11 months Munich, Germany
Demand Response Network Operations
Entelios CWE
- Requirements definition "Operations Center" for internal software engineering
- Creation of mockups/prototypes.
- Market analysis (pricing / volume / bidding strategies for balancing power markets), internal / external reporting
- Communication with TSOs / DSOs, partners, customers
- Coding: 30% of working hours (python, html)
Jul 2010 - Oct 2011
1 year 4 months Karlsruhe, Germany
Project Lead Industry Segment
econ solutions GmbH
- Implementation of energy controlling and –management systems
- Optimization projects for energy efficiency on customer site
- Requirements capturing & engineering, software concepts & continuous improvement
Jan 2004 - Dec 2009
4 years Germany
Procurement Category Manager
BMW Group
Sep 1999 - Dec 2004
5 years 4 months Germany
Trainee Promotional Program (Nachwuchs Förderungs Programm - NFP)
BMW Group
Special accelerated program consisting of:
- accelerated vocational training for Industrial Clerk (Industriekaufmann IHK)
- regular degree program Industrial Engineering and Mangement at Munich University of appl. Sc.
- 30+ month of practical on the job experience in different divisions of BMW
- experience abroad in BMW Manufacturing Thailand (3 months)
- experience abroad in BMW de Latinoamerica Panamá (6 months)
Summary
Product Manager turned Software Engineer with a passion for Deep Learning and AI. Lifelong learner. 9+ years experience leading projects and teams in tech & development.
Top skills: Python (Programming Language), Deep Learning, Computer Vision
Languages
German
Native
English
Advanced
French
Elementary
Spanish
Elementary
Education
Oct 2018 - Jun 2019
fast.ai
Deep Learning for Coders
Oct 2009 - Jun 2010
University of Kassel
Master's degree · Sustainability Economics and Management · Kassel, Germany
Oct 2000 - Jun 2004