23.08.2026 aktualisiert

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Senior Python / Deep Learning / AI Engineer, Freelancer

Gilching, Deutschland
Deutschland
Dipl.-Wirtschaftsing. (FH), Master Sustainability Economics and Management
Gilching, Deutschland
Deutschland
Dipl.-Wirtschaftsing. (FH), Master Sustainability Economics and Management

Profilanlagen

26-03-12_CV_Rostock.pdf

Skills

AI AgentsOpenAIAzure DevOpsAmazon S3DevOpsMachine LearningAWS CLITensorFlowData SciencePyTorchSnowflakeDeep LearningAWS LambdaJupyterBackendGitLabBackend-programmierungPytestScikit-learnAWS AuroraAWS FargatePlotlyEnergie-EffizienzApi DesignApi-GatewayEnergie Produktion
Deep Learning, Object Detection, APIs, python, tensorflow, pytorch, openCV, docker, azure, GPU, flask, Computer Vision, GPU-clusters, mlflow, nvidia drivePX, Machine Learning, pandas, scikit-learn, numpy, plotly, react, cloud, cloud platform, backend, IoT, agile methods, scrum, JIRA boards, DevOps, coding, golang, REST APIs, graphQL APIs, influxdb, postgresql, mongodb, vue.js, highcharts, nginx, kubernetes, microservices, node.js, mysql, apache, html, javascript, jquery, monolithic on-prem system, vmWare, gnuplot, MS Project, asana, mantis, Linux (desktop/server, embedded, Ubuntu, Debian, Windows, Mac, Programming, Front-end Tech, CSS, vue, js/react, dash, flutter, Data Science, libs, SQL Databases, PostGres, Redis, GCP, AWS, Azure, Virtualization, Containerization, HyperV, Jira, YouTrack, Git, github, gitlab, bitbucket, Gerrit, Jenkins, plotly dash,

Erfahrung

Berufserfahrung5 - 10 Jahre
Freelancer seit2018

Sprachen

DeutschMutterspracheEnglischverhandlungssicherFranzösischGrundkenntnisseSpanischgut

Projekthistorie

Senior Python DevOps Engineer

EnBW Trading

Energie, Wasser und Umwelt

>10.000 Mitarbeiter

Full-stack implementation of data modelling, internal market modelling, data pipelining,
data fetching from variety of internal/external sources for time-series of gas, power,
commodity markets. Provisioning of internal APIs, interfaces with other consuming systems,
internal dashboards. Serverless containerized deployments via AWS lambdas, stepfunctions, batch etc. Development of internal MCP Servers, LLM usage via AWS Bedrock. Development Process using corporate Claude Code / Github Copilot.

Principal Engineer / Lead Developer (Part Time)

Glood GmbH - Power To Heat

Energie, Wasser und Umwelt

10-50 Mitarbeiter

Full-stack implementation of tech- and pricing web dashboard for CHP and Heatpump plant, with technical time-series prediction/forecasting (heat consumption/ production/ tank levels) and plant-schedule control incl. deployment, automation, hosting, VPN services, IoT-Connections etc.

AI Vision Perception Deep Learning Modelling Engineer

CARIAD

Automobil und Fahrzeugbau

1000-5000 Mitarbeiter

Project Birds-Eye-View networks with multi-camera and temporal fusion implementation
from SOTA papers. Object Detection team: Implementation of new architectures,
integration into Multi-Task-Learning (with SemSeg), development of internal graph-based
preprocessing-/delivery framework for inference including APIs and web visu

Deep Learning Engineer

Zenuity GmbH - Autonomous Driving / Computer Vision

Automobil und Fahrzeugbau

1000-5000 Mitarbeiter

Vision Perception Area: Deep Learning for holistic path prediction and semantic
segmentation, ownership of entire pipeline of data selection, preproc, model
development, training and deployment on embedded target.
Stack: python, C++, tensorflow, openCV, tensorRT, nvidia-docker, GPU-clusters, mlflow, nvidia drivePX, qgis

Freelancer

Consulting, Python Development, Machine Learning
Stack: python, pytorch, pandas, scikit-learn, numpy, flask, plotly, dash, react, google cloud (gcp)

Software Engineering Team Lead

Digital Energy Solutions - a BMW / Viessmann joint venture

Internet und Informationstechnologie

50-250 Mitarbeiter

B2B Energy monitoring cloud platform with interface to e-mobility backend, IoT
connection to smart meters & storage batteries.
started as Senior Product Owner, building up product team. Last position:
Team-lead Software-Engineering (3 internal developers, 2 external frontenddevs).
Introduction of agile methods (scrum), sprint definition, tracking via JIRA
boards, DevOps Culture. (50% of working hours spent coding)
Stack: python, flask, golang, REST APIs, graphQL APIs, influxdb, postgresql, mongodb, vue.js, highcharts, nginx, kafka, spark,
docker, kubernetes, microservices, azure

Head of Technology & Development, econ solutions

econ solutions GmbH

Internet und Informationstechnologie

10-50 Mitarbeiter

with statutory authority (ppa.). Development of B2B Energy Monitoring System
acc. to ISO 50001. Responsibility for product management, hard- & softwaredevelopment,
quality and testing, service, support for >250 on-prem systems.
Build up of organization, processes and IT infrastructure of the startup,
automation of customization-, delivery-, installation- and support workflows.
Definition of product- and tech-roadmap, requirements definition and iterative
development with kanban. 6 direct reports, coordination of external resources
and partners. (30% of working hours spent coding)
Stack: python, php, node.js, golang, embedded c/c++, mysql, apache (http server), html, javascript, jquery, pchart,
highcharts, influxdb, REST APIs, monolithic on-prem system, aws, hyper-v, vmWare

Demand Response Network Operations

Entelios AG
Market analysis (pricing / volume / bidding strategies for balancing power
markets); internal / external reporting; communication with TSOs / DSOs,
partners, customers; requirements definition "Operations Center" for internal
development, creation of mockups/prototypes.
Stack: python, html, javascript, gnuplot

Project Lead Industry Segment

econ solutions GmbH
Implementation of energy controlling and -management systems, optimization
projects for energy efficiency on customer site. Responsibility for requirements
capturing, product definition, software concepts & iterative improvement.
Stack: MS Project, asana, mantis

Student Research Assistant

Center for Environmental Systems Research (CESR); University of Kassel
University of Kassel: Climate- & land use change modeling.
Stack: python, mysql, ArcGIS

Buyer

BMW AG
Buyer for JIS system component "complete seats", German liaison for US-factory
Spartanburg. Make or buy analyses, supplier selection (RFQs), price & contract
negotiations, supply chain management, optimization projects at suppliers' sites.

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