Marc Rostock

Freelance Deep Learning Engineer

Marc Rostock
Gilching, Deutschland

Erfahrungen

Mai 2021 - Bis heute
3 Jahren 11 Monaten
Berlin, Deutschland

Deep Learning Modelling Engineer (AI Vision Perception)

CARIAD

Sept. 2019 - Nov. 2020
1 Jahr 3 Monaten
Deutschland

Deep Learning Engineer

ZENUITY

Mai 2018 - Apr. 2021
3 Jahren
München, Deutschland

Freelance Software and Deep Learning Engineer

Self-employed

Sept. 2017 - Mai 2018
9 Monaten
München, Deutschland

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 Jahr 5 Monaten
München, Deutschland

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
Sept. 2012 - März 2016
3 Jahren 7 Monaten
Germering, Deutschland

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 - Sept. 2012
11 Monaten
München, Deutschland

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)
Juli 2010 - Okt. 2011
1 Jahr 4 Monaten
Karlsruhe, Deutschland

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 - Dez. 2009
4 Jahren
Deutschland

Procurement Category Manager

BMW Group

Sept. 1999 - Dez. 2004
5 Jahren 4 Monaten
Deutschland

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)

Zusammenfassung

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

Sprachen

Deutsch
Muttersprache
Englisch
Verhandlungssicher
Französisch
Grundkenntnisse
Spanisch
Grundkenntnisse

Ausbildung

Okt. 2018 - Juni 2019

fast.ai

Deep Learning for Coders

Okt. 2009 - Juni 2010

University of Kassel

Master's degree · Sustainability Economics and Management · Kassel, Deutschland

Okt. 2000 - Juni 2004

Munich University of Applied Sciences

Dipl.-Wirtschaftsing. (FH), Industrial Engineering and Management (Wirtschaftsingenieurwesen) · München, Deutschland

Zertifikate & Bescheinigungen

Build a Modern Computer from First Principles: From Nand to Tetris

Deep Learning, a 5-course specialization by deeplearning.ai (Andrew Ng)

Introduction to Battery-Management Systems by University of Colorado System

Machine Learning by Stanford University (Andrew Ng)

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