Senior GenAI Lead | RAG/LLM/AGENT Production | 12+y regulated tech | Massive ROI | Strategy ? Deployment ? Business Impact | Bridge C-Level & Engineer
Aktualisiert am 29.01.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 25.01.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Product Management
Projektmanagement/Projektleitung
GenAI/LLM Production Systems
Multi-Agent
AI Product Strategy
End-to-End Delivery
Regulated Environments
Python
RAG Architectures
LangChain / LangGraph
Vector Databases
Requirements Engineering
Stakeholdermanagement
Agile Softwareentwicklung
AI/ML Feasability Management
Business Case Development
Proof of Concept
MVP
Agentic AI
Local LLMs
AI Ethics & Compliance
ROI-driven Development
Solution Architect
English
IELTS 8.0
German
native

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 4 Monate
2024-05 - 2025-08

Park acquisitions (M&A) and greenfield projects

Project Leader
Project Leader
Private equity-backed (?500 million) renewable energy startup that develops wind & solar parks across Germany, including park acquisitions (M&A) and greenfield projects.
  • Led multiple wind energy projects end-to-end.
  • Multi project management in matrix organization.
  • Coordinated project teams, contractors, site interfaces and stakeholders.
  • Owned project schedules, budget, reporting, quality and governance.
  • Built, maintained, executed, tracked practical delivery plans.
  • Managed shifting priorities and constraints without compromising safety.
  • Led, developed and implemented company AI strategy including compliant tool introduction and automation for operational workflows to improve efficiency and quality.
  • Key Deliveries:
    • Successful M&A due diligence of a ?6.5 million wind park repowering right under changing federal law with an expected MOIC of 2.4 + upside potential.
    • Led repowering project with strong stakeholder management incl. wind studies, simulations, avifauna studies, land leases, contract management, turbine maintenance, certification and legal consulting.
    • Creation of a company knowledge base using RAG and custom GPTs, easy to use for internal purposes, with very high adoption due to strong UI/UX. Design and conducting of workshops for knowledge transfer.
    • Proactive implementation of AI capabilities and productivity gains across the company.
EEF GmbH, Berlin
9 Monate
2023-08 - 2024-04

Wind, solar and storage projects

Project Manager
Project Manager
One of Germany's leading independent renewable energy developers with over 30 years of experience in wind, solar and storage projects.
  • Developed multiple wind projects across one German federal state.
  • Owned project schedules, budget, reporting, quality and governance.
  • Built, maintained, executed, tracked practical delivery plans.
  • Internal and external stakeholder management
  • Managed documentation, milestones and deliverables
  • Drove structured issue/risk visibility and reporting cadence for predictable delivery.
  • Delivered software automation solutions for time-consuming repetitive tasks in order to raise productivity and employee satisfaction. Including Rollout, testing and consulting.
  • Key Deliveries:
    • Development of 3 repowering-wind-park projects with aligned stakeholders, measurable progress and clear project plan with critical path identification.
    • Established new consulting service: Delivery of a photovoltaic-area-check due to connecting of company?s photovoltaic department directly to city mayors to match supply and demand and generate new win-win business cases and standardizing the process.
    • Workflow automation through scripting and rollout of a user-friendly, single-button software solution saving the equivalent of ?100k/year in employee time. Excellent feedback from senior software engineers during code review.
Energiequelle GmbH
Magdeburg
2 Jahre 6 Monate
2020-11 - 2023-04

central business processes

Founder & Managing Director
Founder & Managing Director
Successfully launched and scaled startup in the outdoor sector and registered trademark within Germany.
  • Built, ran and scaled a startup online business with ownership on core business processes
  • Delivery of business plan, product design, testing, brand management, marketing, operations, finance, sales, customer support, after sales, accounting and process improvement.
  • Owned end-to-end execution, prioritization, and problem solving under resource constraints.
  • Key Deliveries:
    • Created and scaled business from scratch.
    • ?40k peak monthly turnover within 10 months.
    • Full ownership of brand management, ads and source code of in-house built software.
on request
3 Jahre
2017-11 - 2020-10

Full Multi-Pilot Licensing Program

Airline Pilot Trainee
Airline Pilot Trainee
World-renowned flight training organization providing ab-initio to type rating programs for major airlines.
  • Completed full Multi Pilot License program including single-engine, multi-engine, jet, and type rating.
  • Trained in high-pressure, safety-critical environments with strict adherence to Standard Operating Procedures (SOP) and Crew Resource Management (CRM) principles.
  • Key Deliveries:
    • Safe operation of Cirrus SR20, Grob G120, Cessna Citation CJ1+, Boeing 737 and Airbus A320 during training.
    • Passed all missions and tests.
    • Achieved Flight license including Airbus A320 family type rating.
Lufthansa Aviation Training, USA/ Austria
1 Jahr 1 Monat
2016-05 - 2017-05

Project Engineering

Project Engineer
Project Engineer
European aerospace and defense corporation developing satellites, launch vehicles, and missile systems.
  • Developed aerospace program delivery in a regulated environment.
  • Coordinated technical interfaces and documentation.
  • Key Deliveries:
    • Development of mechanical handling devices for rocket and missile components, including complete documentation.
    • ?Critical design review with main stakeholder passed first time right.
Airbus Defence and Space
1 Jahr 3 Monate
2015-02 - 2016-04

Automation solutions

Project Engineer
Project Engineer
Engineering service provider specializing in automation solutions and manufacturing equipment for the automotive industry.
  • Delivered industrial engineering work packages.
  • Coordinated team, stakeholders and suppliers.
  • Maintained documentation and quality standards.
  • Key Deliveries:
    • Delivery of manufacturing rigs and manipulators as a team effort.
    • ?Research in soft-robotics and handling mechanics.
EKS Intec, Germany
1 Jahr 9 Monate
2012-09 - 2014-05

Aeronautics

Project Engineer
Project Engineer
Tier-1 aerospace supplier (now Safran) specializing in aircraft interiors and cabin systems for commercial aviation.
  • Mechanical engineering in design department, working in interdisciplinary project teams.
  • Reviewed requirements and documentation in safety-critical context.
  • Key Deliveries:
    • ?Mechanical design from concept to certification (drafting, CAD, drawings, prototyping, tooling, testing, documentation) of Airbus A320neo cabin light housings.
Zodiac Aerospace
Hamburg
7 Monate
2012-02 - 2012-08

Practical Semester and Bachelor Thesis

Global leader in commercial aircraft manufacturing with headquarters in Toulouse and major production facilities in Hamburg.
  • Conducted data analysis and process optimization in the spares division.
  • Rearranged and transformed multiple large databases in different formats.
  • Key Deliveries:
    • Database analysis and database restructuring to develop a method to identify Airbus spare parts with the highest saving potential.
    • ?Recognized patterns and trends in datasets.
Airbus Operations
Hamburg

Aus- und Weiterbildung

Aus- und Weiterbildung

4 Monate
2025-09 - 2025-12

AI Engineer Course

Turing College GmbH, Germany
Turing College GmbH, Germany
  • Award-winning European online program / bootcamp for Data Science and AI.
  • Full-time training for experienced software engineers only.
  • Multiple sprints with code reviews, passing criteria and feedback from seniors.
  • Capstone project using industry-standard frameworks (LangChain, FastAPI, RAG).
  • Excellent feedback from senior software engineers during GitHub code reviews.
5 Jahre
2007-09 - 2012-08

Engineering

Bachelor of Engineering, Hamburg University of Applied Sciences, Germany
Bachelor of Engineering
Hamburg University of Applied Sciences, Germany
  • Germany's largest applied sciences university with strong industry partnerships.
  • Specialization in aircraft structures, aerodynamics, and mechanical design.
  • Practical semester and thesis at Airbus Operations Hamburg.
6 Monate
2009-08 - 2010-01

Study Abroad

San Diego State University, USA
San Diego State University, USA
  • Awarded competitive DAAD scholarship (German Academic Exchange Service).
  • Selected among nationwide applicants. Full tuition + living stipend.
  • Coursework in aerospace engineering and business administration.
7 Jahre
1999-08 - 2006-07

Abitur

Sophienschule Gymnasium Hannover, Germany
Sophienschule Gymnasium Hannover, Germany

Kompetenzen

Kompetenzen

Top-Skills

Product Management Projektmanagement/Projektleitung GenAI/LLM Production Systems Multi-Agent AI Product Strategy End-to-End Delivery Regulated Environments Python RAG Architectures LangChain / LangGraph Vector Databases Requirements Engineering Stakeholdermanagement Agile Softwareentwicklung AI/ML Feasability Management Business Case Development Proof of Concept MVP Agentic AI Local LLMs AI Ethics & Compliance ROI-driven Development Solution Architect

Schwerpunkte

  • Ownership: Project delivery end-to-end, proactively ensuring time/quality/cost, able to work independently and under pressure, good decision-maker, strategic planner, very reliable.
  • Communication: Multidisciplinary coordination, workload management and distribution, close reporting, clear strategy, openness to ideas, strong learner and teacher, transparent.
  • Engineering: Deep technical understanding (code, mechanics, physics), highly analytic, autodidact, high rate of comprehension, problem solver, simplifies complex problems to first principles, design of feasible solutions, reasonable, pragmatic, steady improver.

Produkte / Standards / Erfahrungen / Methoden

PROFILE
  • Trusted project and engineering lead with 12+ years of experience in regulated environments, including security-cleared aerospace and defense projects. Combines deep technical expertise with structured project delivery, stakeholder coordination, and proactive risk management.
  • Proven track record across renewable energy, software automation, aerospace, and automotive industries. 3+ years of hands-on AI experience, leading enterprise-wide enablement including strategy development, training programs and cross-functional adoption. Built production systems such as domain-specific GPT assistants, RAG pipelines, multi-agent workflows and automations, delivering ?100k/year in productivity savings.
  • Strong communicator who bridges engineering, commercial and regulatory perspectives. Self-driven and effective under pressure. Experienced across Germany, USA and Austria with strong crosscultural adaptability.

TECHNICAL SKILLS
  • Software & Frameworks: Python, TypeScript/JavaScript, SQL, HTML/CSS, LangChain, LangGraph, MCP, FastAPI, Streamlit, PyTorch, Hugging Face, Docker, Git, CI/CD, ChromaDB.
  • Infrastructure & Deployment: Cloud server provisioning & config (Linux VPS), full-stack deployment (backend + frontend), self-hosted AI systems, containerization.
  • GenAI/ ML/ LLM: RAG pipelines, agentic AI, multi-agent orchestration, function calling, tool use, prompt engineering, vector embeddings, local & cloud LLM integration (Ollama, OpenAI API), OCR pipelines (Paddle, Tesseract), PII masking, LLM fine-tuning, evaluation & benchmarking, speech-to-text (Whisper), text-to-speech (Piper), voice/phonebots.

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr 4 Monate
2024-05 - 2025-08

Park acquisitions (M&A) and greenfield projects

Project Leader
Project Leader
Private equity-backed (?500 million) renewable energy startup that develops wind & solar parks across Germany, including park acquisitions (M&A) and greenfield projects.
  • Led multiple wind energy projects end-to-end.
  • Multi project management in matrix organization.
  • Coordinated project teams, contractors, site interfaces and stakeholders.
  • Owned project schedules, budget, reporting, quality and governance.
  • Built, maintained, executed, tracked practical delivery plans.
  • Managed shifting priorities and constraints without compromising safety.
  • Led, developed and implemented company AI strategy including compliant tool introduction and automation for operational workflows to improve efficiency and quality.
  • Key Deliveries:
    • Successful M&A due diligence of a ?6.5 million wind park repowering right under changing federal law with an expected MOIC of 2.4 + upside potential.
    • Led repowering project with strong stakeholder management incl. wind studies, simulations, avifauna studies, land leases, contract management, turbine maintenance, certification and legal consulting.
    • Creation of a company knowledge base using RAG and custom GPTs, easy to use for internal purposes, with very high adoption due to strong UI/UX. Design and conducting of workshops for knowledge transfer.
    • Proactive implementation of AI capabilities and productivity gains across the company.
EEF GmbH, Berlin
9 Monate
2023-08 - 2024-04

Wind, solar and storage projects

Project Manager
Project Manager
One of Germany's leading independent renewable energy developers with over 30 years of experience in wind, solar and storage projects.
  • Developed multiple wind projects across one German federal state.
  • Owned project schedules, budget, reporting, quality and governance.
  • Built, maintained, executed, tracked practical delivery plans.
  • Internal and external stakeholder management
  • Managed documentation, milestones and deliverables
  • Drove structured issue/risk visibility and reporting cadence for predictable delivery.
  • Delivered software automation solutions for time-consuming repetitive tasks in order to raise productivity and employee satisfaction. Including Rollout, testing and consulting.
  • Key Deliveries:
    • Development of 3 repowering-wind-park projects with aligned stakeholders, measurable progress and clear project plan with critical path identification.
    • Established new consulting service: Delivery of a photovoltaic-area-check due to connecting of company?s photovoltaic department directly to city mayors to match supply and demand and generate new win-win business cases and standardizing the process.
    • Workflow automation through scripting and rollout of a user-friendly, single-button software solution saving the equivalent of ?100k/year in employee time. Excellent feedback from senior software engineers during code review.
Energiequelle GmbH
Magdeburg
2 Jahre 6 Monate
2020-11 - 2023-04

central business processes

Founder & Managing Director
Founder & Managing Director
Successfully launched and scaled startup in the outdoor sector and registered trademark within Germany.
  • Built, ran and scaled a startup online business with ownership on core business processes
  • Delivery of business plan, product design, testing, brand management, marketing, operations, finance, sales, customer support, after sales, accounting and process improvement.
  • Owned end-to-end execution, prioritization, and problem solving under resource constraints.
  • Key Deliveries:
    • Created and scaled business from scratch.
    • ?40k peak monthly turnover within 10 months.
    • Full ownership of brand management, ads and source code of in-house built software.
on request
3 Jahre
2017-11 - 2020-10

Full Multi-Pilot Licensing Program

Airline Pilot Trainee
Airline Pilot Trainee
World-renowned flight training organization providing ab-initio to type rating programs for major airlines.
  • Completed full Multi Pilot License program including single-engine, multi-engine, jet, and type rating.
  • Trained in high-pressure, safety-critical environments with strict adherence to Standard Operating Procedures (SOP) and Crew Resource Management (CRM) principles.
  • Key Deliveries:
    • Safe operation of Cirrus SR20, Grob G120, Cessna Citation CJ1+, Boeing 737 and Airbus A320 during training.
    • Passed all missions and tests.
    • Achieved Flight license including Airbus A320 family type rating.
Lufthansa Aviation Training, USA/ Austria
1 Jahr 1 Monat
2016-05 - 2017-05

Project Engineering

Project Engineer
Project Engineer
European aerospace and defense corporation developing satellites, launch vehicles, and missile systems.
  • Developed aerospace program delivery in a regulated environment.
  • Coordinated technical interfaces and documentation.
  • Key Deliveries:
    • Development of mechanical handling devices for rocket and missile components, including complete documentation.
    • ?Critical design review with main stakeholder passed first time right.
Airbus Defence and Space
1 Jahr 3 Monate
2015-02 - 2016-04

Automation solutions

Project Engineer
Project Engineer
Engineering service provider specializing in automation solutions and manufacturing equipment for the automotive industry.
  • Delivered industrial engineering work packages.
  • Coordinated team, stakeholders and suppliers.
  • Maintained documentation and quality standards.
  • Key Deliveries:
    • Delivery of manufacturing rigs and manipulators as a team effort.
    • ?Research in soft-robotics and handling mechanics.
EKS Intec, Germany
1 Jahr 9 Monate
2012-09 - 2014-05

Aeronautics

Project Engineer
Project Engineer
Tier-1 aerospace supplier (now Safran) specializing in aircraft interiors and cabin systems for commercial aviation.
  • Mechanical engineering in design department, working in interdisciplinary project teams.
  • Reviewed requirements and documentation in safety-critical context.
  • Key Deliveries:
    • ?Mechanical design from concept to certification (drafting, CAD, drawings, prototyping, tooling, testing, documentation) of Airbus A320neo cabin light housings.
Zodiac Aerospace
Hamburg
7 Monate
2012-02 - 2012-08

Practical Semester and Bachelor Thesis

Global leader in commercial aircraft manufacturing with headquarters in Toulouse and major production facilities in Hamburg.
  • Conducted data analysis and process optimization in the spares division.
  • Rearranged and transformed multiple large databases in different formats.
  • Key Deliveries:
    • Database analysis and database restructuring to develop a method to identify Airbus spare parts with the highest saving potential.
    • ?Recognized patterns and trends in datasets.
Airbus Operations
Hamburg

Aus- und Weiterbildung

Aus- und Weiterbildung

4 Monate
2025-09 - 2025-12

AI Engineer Course

Turing College GmbH, Germany
Turing College GmbH, Germany
  • Award-winning European online program / bootcamp for Data Science and AI.
  • Full-time training for experienced software engineers only.
  • Multiple sprints with code reviews, passing criteria and feedback from seniors.
  • Capstone project using industry-standard frameworks (LangChain, FastAPI, RAG).
  • Excellent feedback from senior software engineers during GitHub code reviews.
5 Jahre
2007-09 - 2012-08

Engineering

Bachelor of Engineering, Hamburg University of Applied Sciences, Germany
Bachelor of Engineering
Hamburg University of Applied Sciences, Germany
  • Germany's largest applied sciences university with strong industry partnerships.
  • Specialization in aircraft structures, aerodynamics, and mechanical design.
  • Practical semester and thesis at Airbus Operations Hamburg.
6 Monate
2009-08 - 2010-01

Study Abroad

San Diego State University, USA
San Diego State University, USA
  • Awarded competitive DAAD scholarship (German Academic Exchange Service).
  • Selected among nationwide applicants. Full tuition + living stipend.
  • Coursework in aerospace engineering and business administration.
7 Jahre
1999-08 - 2006-07

Abitur

Sophienschule Gymnasium Hannover, Germany
Sophienschule Gymnasium Hannover, Germany

Kompetenzen

Kompetenzen

Top-Skills

Product Management Projektmanagement/Projektleitung GenAI/LLM Production Systems Multi-Agent AI Product Strategy End-to-End Delivery Regulated Environments Python RAG Architectures LangChain / LangGraph Vector Databases Requirements Engineering Stakeholdermanagement Agile Softwareentwicklung AI/ML Feasability Management Business Case Development Proof of Concept MVP Agentic AI Local LLMs AI Ethics & Compliance ROI-driven Development Solution Architect

Schwerpunkte

  • Ownership: Project delivery end-to-end, proactively ensuring time/quality/cost, able to work independently and under pressure, good decision-maker, strategic planner, very reliable.
  • Communication: Multidisciplinary coordination, workload management and distribution, close reporting, clear strategy, openness to ideas, strong learner and teacher, transparent.
  • Engineering: Deep technical understanding (code, mechanics, physics), highly analytic, autodidact, high rate of comprehension, problem solver, simplifies complex problems to first principles, design of feasible solutions, reasonable, pragmatic, steady improver.

Produkte / Standards / Erfahrungen / Methoden

PROFILE
  • Trusted project and engineering lead with 12+ years of experience in regulated environments, including security-cleared aerospace and defense projects. Combines deep technical expertise with structured project delivery, stakeholder coordination, and proactive risk management.
  • Proven track record across renewable energy, software automation, aerospace, and automotive industries. 3+ years of hands-on AI experience, leading enterprise-wide enablement including strategy development, training programs and cross-functional adoption. Built production systems such as domain-specific GPT assistants, RAG pipelines, multi-agent workflows and automations, delivering ?100k/year in productivity savings.
  • Strong communicator who bridges engineering, commercial and regulatory perspectives. Self-driven and effective under pressure. Experienced across Germany, USA and Austria with strong crosscultural adaptability.

TECHNICAL SKILLS
  • Software & Frameworks: Python, TypeScript/JavaScript, SQL, HTML/CSS, LangChain, LangGraph, MCP, FastAPI, Streamlit, PyTorch, Hugging Face, Docker, Git, CI/CD, ChromaDB.
  • Infrastructure & Deployment: Cloud server provisioning & config (Linux VPS), full-stack deployment (backend + frontend), self-hosted AI systems, containerization.
  • GenAI/ ML/ LLM: RAG pipelines, agentic AI, multi-agent orchestration, function calling, tool use, prompt engineering, vector embeddings, local & cloud LLM integration (Ollama, OpenAI API), OCR pipelines (Paddle, Tesseract), PII masking, LLM fine-tuning, evaluation & benchmarking, speech-to-text (Whisper), text-to-speech (Piper), voice/phonebots.

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