Marc (P.) R.
Deep Learning Modelling Engineer (AI Vision Perception)
Experience
May 2021 - Present
4 years 4 monthsBerlin, Germany
Deep Learning Modelling Engineer (AI Vision Perception)
CARIAD
Sep 2019 - Nov 2020
1 year 3 monthsGermany
Deep Learning Engineer
ZENUITY
May 2018 - Apr 2021
3 yearsMunich, Germany
Freelance Software and Deep Learning Engineer
Self-employed
Sep 2017 - May 2018
9 monthsMunich, 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 microservices architecture
- Built up team: 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 monthsMunich, Germany
Product Owner Energy Monitoring and eMobility Cloud Solution
Digital Energy Solutions GmbH & Co. KG
- Introduced and established agile methods (Scrum)
- Defined requirements and sprints, tracked via JIRA boards
- Part of technical due diligence for several startups
Sep 2012 - Mar 2016
3 years 7 monthsGermering, Germany
Head of Technology and Development
econ solutions GmbH
- Developed Energy Monitoring System according to ISO 50001 with hardware & software solution
- Built organization, processes, and IT infrastructure for the startup; automated customization, delivery, installation, and support workflows
- Product management, engineering, service, support for over 250 on-premise systems
- Defined product and tech roadmap, requirements, and iterative development with Kanban
- Coordinated external resources and partners
- Position with statutory authority (p.p.a.), 6 direct reports
- 30% of working hours coding (python, php, MySQL, HTML5, JS, C/C++, golang)
Nov 2011 - Sep 2012
11 monthsMunich, Germany
Demand Response Network Operations
Entelios CWE
- Defined requirements for an Operations Center in internal software engineering
- Created mockups and prototypes
- Market analysis (pricing, volume, bidding strategies for balancing power markets), internal/external reporting
- Communicated with TSOs, DSOs, partners, customers
- 30% of working hours coding (python, HTML)
Jul 2010 - Oct 2011
1 year 4 monthsKarlsruhe, Germany
Project Lead Industry Segment
econ solutions GmbH
- Implemented energy controlling and management systems
- Led optimization projects for energy efficiency at customer sites
- Captured requirements, designed software concepts, and drove continuous improvements
Jan 2005 - Dec 2008
4 yearsGermany
Procurement Category Manager
BMW Group
Sep 1999 - Dec 2004
5 years 4 monthsGermany
Trainee Promotional Program (Nachwuchs-Förderungsprogramm - NFP)
BMW Group
- Special accelerated program consisting of:
- Accelerated vocational training to become an Industrial Clerk (Industriekaufmann IHK)
- Degree program in Industrial Engineering and Management at Munich University of Applied Sciences
- Over 30 months of on-the-job experience in different BMW divisions
- International experience at BMW Manufacturing Thailand (3 months)
- International experience at 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.
Languages
German
NativeEnglish
AdvancedSpanish
ElementaryFrench
ElementaryEducation
Oct 2009 - Jun 2010
University of Kassel
Master's degree · Sustainability Economics and Management · Kassel, Germany
Oct 2000 - Jun 2004
Munich University of Applied Sciences
Dipl.-Wirtschaftsing. (FH) · Industrial Engineering and Management · Munich, Germany
Oct 1994 - Jun 1995
The Lovett School
Atlanta, United States
Certifications & licenses
Deep Learning, a 5-course specialization
deeplearning.ai
Build a Modern Computer from First Principles: From Nand to Tetris
Introduction to Battery-Management Systems
University of Colorado
Machine Learning
Stanford University
Need a freelancer? Find your match in seconds.
Try FRATCH GPT More actions
Similar Freelancers
Discover other experts with similar qualifications and experience
- English
- Deutsch
2025 © FRATCH.IO GmbH. All rights reserved.