Marc Rostock - Deep Learning Modelling Engineer (AI Vision Perception)

Q: Where is Marc based?

Marc is based in Gilching, Germany .

Q: What languages does Marc speak?

Marc speaks the following languages: German (Native), English (Advanced), Spanish (Elementary), French (Elementary) .

Q: How many years of experience does Marc have?

Marc has at least 22 years of experience. During this time, Marc has worked in at least 8 different roles and for 5 different companies . The average length of individual experience is 3 years and 9 months . Note that Marc may not have shared all experience and actually has more experience.

Q: What is Marc's latest experience?

Marc's most recent position is Deep Learning Modelling Engineer (AI Vision Perception) at CARIAD .

Q: What companies has Marc worked for in recent years?

In recent years, Marc has worked for CARIAD .

Q: Which industries is Marc most experienced in?

Marc is most experienced in industries like Automotive and Energy .

Q: Which business areas is Marc most experienced in?

Marc is most experienced in business areas like Product Development , Operations , and Information Technology (IT) . Marc also has some experience in Production/Manufacturing , Supply Chain Management , and Research and Development (R&D) .

Q: Which industries has Marc worked in recently?

Marc has recently worked in industries like Automotive .

Q: Which business areas has Marc worked in recently?

Marc has recently worked in business areas like Product Development and Research and Development (R&D) .

Recommended expert

Gilching, Germany

Experience

May 2021 - Present

4 years 10 months

Berlin, Germany

Deep Learning Modelling Engineer (AI Vision Perception)

CARIAD

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 diligences 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 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 2005 - Dec 2008

4 years

Germany

Procurement Category Manager

BMW Group

Sep 1999 - Dec 2004

5 years 4 months

Germany

Trainee Promotional Program (Young Talent Promotion Program - NFP)

BMW Group

Accelerated vocational training for Industrial Clerk (IHK-certified)
Regular degree program Industrial Engineering and Management at Munich University of Applied Sciences
30+ months 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 Panama (6 months)

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Automotive (14 years) and Energy (8 years).

Automotive

Energy

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Product Development (11.5 years), Operations (11 years), Information Technology (6.5 years), Production (5.5 years), Supply Chain Management (5.5 years), and Research and Development (5 years).

Product Development

Operations

Information Technology

Production

Supply Chain Management

Research and Development

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.

Skills

Python (Programming Language)
Deep Learning
Computer Vision

Languages

German

Native

English

Advanced

Spanish

Elementary

French

Elementary

Education

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

Diploma in Industrial Engineering (University of Applied Sciences) · Industrial Engineering and Management · Munich, Germany

Oct 1994 - Jun 1995

The Lovett School

Junior Year Exchange Student · Atlanta, United States

Certifications & licenses

Introduction To Battery-Management Systems

University of Colorado

Deep Learning

deeplearning.ai

Machine Learning

Stanford University

Principles: From Nand To Tetris

Digital Energy Solutions Gmbh & Co. KG

Profile

Created

January 2022

Last Update

July 2024

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Marc based?

Marc is based in Gilching, Germany.

What languages does Marc speak?

Marc speaks the following languages: German (Native), English (Advanced), Spanish (Elementary), French (Elementary).

How many years of experience does Marc have?

Marc has at least 22 years of experience. During this time, Marc has worked in at least 8 different roles and for 5 different companies. The average length of individual experience is 3 years and 9 months. Note that Marc may not have shared all experience and actually has more experience.

What roles would Marc be best suited for?

Based on recent experience, Marc would be well-suited for roles such as: Deep Learning Modelling Engineer (AI Vision Perception), Software Engineering Team Lead, Product Owner Energy Monitoring and eMobility Cloud Solution.

What is Marc's latest experience?

Marc's most recent position is Deep Learning Modelling Engineer (AI Vision Perception) at CARIAD.

What companies has Marc worked for in recent years?

In recent years, Marc has worked for CARIAD.

Which industries is Marc most experienced in?

Marc is most experienced in industries like Automotive and Energy.

Which business areas is Marc most experienced in?

Marc is most experienced in business areas like Product Development, Operations, and Information Technology (IT). Marc also has some experience in Production/Manufacturing, Supply Chain Management, and Research and Development (R&D).

Which industries has Marc worked in recently?

Marc has recently worked in industries like Automotive.

Which business areas has Marc worked in recently?

Marc has recently worked in business areas like Product Development and Research and Development (R&D).

What is Marc's education?

Marc holds a Master in Sustainability Economics and Management from University of Kassel and a Bachelor in Industrial Engineering and Management from Munich University of Applied Sciences.

Does Marc have any certificates?

Marc has 4 certificates. Among them, these include: Introduction To Battery-Management Systems, Deep Learning, and Machine Learning.

What is the availability of Marc?

Marc is immediately available for suitable projects.

What is the rate of Marc?

Marc's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.