freiberufler Bridging Digital Strategy & Engineering | 14+ Yrs in Experience | GenAI | LLM | RAG | Digital Twins auf freelance.de

Bridging Digital Strategy & Engineering | 14+ Yrs in Experience | GenAI | LLM | RAG | Digital Twins

zuletzt online vor 2 Tagen
  • auf Anfrage
  • 47138 Duisburg
  • Weltweit
  • de  |  tr  |  en  |  ar
  • 24.02.2026

Kurzvorstellung

Experienced in use-case definition and end-to-end delivery of complex systems, from hardware-related solutions such as energy and powertrain technologies to digitalization initiatives including digital twins and LLM/RAG-driven AI applications.

Geschäftsdaten

 Freiberuflich
 Steuernummer bekannt

Qualifikationen

  • Aerodynamik7 J.
  • Business Development Manager3 J.
  • Business Intelligence (BI)3 J.
  • Computational Fluid Dynamics13 J.
  • Document Retrieval
  • Fertigungstechnik (allg.)3 J.
  • Finite-Elemente-Methoden3 J.
  • Fluiddynamik13 J.
  • Forschung & Entwicklung4 J.
  • Generative KI
  • Large Language Models
  • Manager3 J.
  • Projektleiter Maschinenbau6 J.
  • Raumfahrttechnik
  • Simulink9 J.
  • Strömungsmechanik12 J.
  • Technische Projektleitung / Teamleitung
  • Thermische Verfahrenstechnik8 J.
  • Thermodynamik12 J.

Projekt‐ & Berufserfahrung

AI System & Product Lead
awRAG.io & Laiers.ai, Remote
5/2025 – 2/2026 (10 Monate)
IT & Entwicklung
Tätigkeitszeitraum

5/2025 – 2/2026

Tätigkeitsbeschreibung

Conception, planning, and production deployment of two AI platforms for industrial research and engineering workflows, from use-case identification and requirements analysis through architecture decisions and build-vs-buy trade-offs to go-live.
• awRAG.io: Identification of the use case (fragmented knowledge base across distributed AI tools), definition of data requirements, architecture decision for a multi-tenant RAG-as-a-service platform with GDPR-compliant EU infrastructure and production-grade retrieval pipeline (https://awrag.io)
• LAIERS.ai: Use-case definition (context loss in linear AI workflows), strategic product decisions on UX, cost structure, and multi-LLM orchestration, rollout of a spatial AI conversation platform with proprietary context management system LAICS (https://laiers.ai)
• LLMOps ownership: Quality assurance, pipeline optimization, security architecture (OAuth 2.0, SOC 2), and performance monitoring of both platforms in live production
• Core topics: LLM, RAG, vector databases, LLMOps, AI architecture strategy, cloud infrastructure, data sovereignty

Eingesetzte Qualifikationen

Data Science, Database Manager, Datamanager, Generative KI, Large Language Models, Storage

External Technical Advisor Digital Twin
Hays, Nürnberg
1/2024 – 4/2025 (1 Jahr, 4 Monate)
Maschinen-, Geräte- und Komponentenbau
Tätigkeitszeitraum

1/2024 – 4/2025

Tätigkeitsbeschreibung

Led digital twin pilot for an industrial customer, acting as external expert and project lead from concept and data strategy through implementation and on-site validation, focused on process efficiency and asset performance

Eingesetzte Qualifikationen

Digitale Transformation, HVAC, Simulink, Strömungsmechanik, Systems Simulation, Thermodynamik

Managing Director
Nuvaya Hendese Technologies GmbH, Duisburg
4/2022 – 4/2025 (3 Jahre, 1 Monat)
Maschinen-, Geräte- und Komponentenbau
Tätigkeitszeitraum

4/2022 – 4/2025

Tätigkeitsbeschreibung

Founded and led engineering service and consultancy with full P&L responsibility, specializing in advanced simulation, digital-twin, multi-objective process optimization, and manufacturing solutions for industrial clients.
• Secured strategic partnership with Yamaha Motors Japan for additive manufacturing technology development for volume manufacturing
• Developed and implemented Digital-Twin pilot project for European HVAC company with focus on energy efficiency and complex thermo-fluid modeling
• Development of an ML-based multi-criteria optimization tool in Python for data-driven decision support in asset-intensive industries
• Designed on-demand HPC architecture on Microsoft Azure, accepted into FastTrack for Azure program, demonstrating capability to architect production-grade cloud platforms

Eingesetzte Qualifikationen

Aerodynamik, Business Development Manager, Business Intelligence (BI), Computational Fluid Dynamics, Fertigungstechnik (allg.), Finite-Elemente-Methoden, Fluiddynamik, Manager, Projektleiter Maschinenbau, Strömungsmechanik, Thermische Verfahrenstechnik, Thermodynamik

Engineering Group Leader
Turkish Aerospace Industries, Istanbul
2/2021 – 4/2022 (1 Jahr, 3 Monate)
Luft- und Raumfahrtindustrie
Tätigkeitszeitraum

2/2021 – 4/2022

Tätigkeitsbeschreibung

Led 9-engineer advanced engineering group in the field of thermo-fluid systems and aerodynamics within defense aerospace division during company-wide organizational transformation and restructuring.

• Executed turnaround strategy increasing team capacity utilization from 25-50% to 100% through strategic portfolio management and operational excellence, securing group's critical position within new organizational structure
• Secured integration into high-priority R&D projects through executive stakeholder engagement and strategic positioning of thermo-fluid capabilities as essential to defense aerospace programs
• Maintained technical oversight across all engineering activities while coordinating cross-functional collaboration networks to maximize organizational impact
• Managed personnel development, resource allocation, technical deliverables, and technology strategy while navigating complex organizational change and delivering critical aerospace program commitments
• Led ML-based multi-criteria optimization initiative for engineering model parameter studies

Eingesetzte Qualifikationen

Aerodynamik, Change Management, Computational Fluid Dynamics, Fluiddynamik, SolidWorks Enterprise PDM (Dassault Systèmes)

Project Manager
Robert Bosch GmbH, Schwieberdingen
1/2017 – 8/2020 (3 Jahre, 8 Monate)
Automobilindustrie
Tätigkeitszeitraum

1/2017 – 8/2020

Tätigkeitsbeschreibung

Led a division-wide international innovation program with a core team of 5 - 7 engineers and scientists and a multi-million-euro audited budget in collaboration with tier-1 automotive clients.
• Directed innovation initiatives delivering breakthrough powertrain thermal efficiency technologies from concept through commercialization, achieving measurable CO₂ reduction for automotive powertrain systems
• Managed complex stakeholder ecosystems across engineering, product management, executive leadership, and tier-1 OEM client teams on three continents
• Sole inventor on strategic energy-efficiency patent (DE102020202385A1) assessed as high-priority by Bosch executive leadership, creating competitive IP advantage
• Led technology transfer from research through production validation with global automotive manufacturers, proving commercial viability
• Early AI/ML adoption: Implementing CNN-based cancer tissue detection from medical images using Python and OpenCV in the context of a Bosch-wide AI challenge demonstrating early hands-on AI/ML adoption

Eingesetzte Qualifikationen

3D Modellierung, Aerodynamik, CAD (computer-aided design), Computational Fluid Dynamics, Fluiddynamik, Projektadministrator, Projektleiter Industrie, Projektleiter Maschinenbau, Simulink, Strömungsmechanik, Thermodynamik

Development Engineer
Robert Bosch GmbH, Schwieberdingen
3/2012 – 12/2016 (4 Jahre, 10 Monate)
Automobilindustrie
Tätigkeitszeitraum

3/2012 – 12/2016

Tätigkeitsbeschreibung

Researched and developed innovative concepts for automotive powertrain efficiency, feeding Bosch's strategic innovation pipeline.

• Conducted feasibility studies and technical assessments informing multi-million euro technology investment decisions
• Secured executive support for innovation initiatives through data-driven presentations to multiple leadership levels
• Established cross-functional knowledge transfer mechanisms, creating repeatable organizational capabilities in energy systems engineering

Eingesetzte Qualifikationen

Computational Fluid Dynamics, Fluiddynamik, Forschung & Entwicklung, Simulink, Strömungsmechanik, Thermische Verfahrenstechnik, Thermodynamik

Simulation Engineer
Bertrandt Technikum GmbH, Ehningen
5/2011 – 2/2012 (10 Monate)
Automobilindustrie
Tätigkeitszeitraum

5/2011 – 2/2012

Tätigkeitsbeschreibung

- Thermal management & fluid mechanics
- 1D modelling and simulation for automotive
- Preparation of simulation models
- Renewable energy

Eingesetzte Qualifikationen

Computational Fluid Dynamics, Strömungsmechanik, Energietechnik, Fluiddynamik, Photovoltaik / Solarzelle, Solarthermie / Sonnenenergie, Thermodynamik, Thermische Verfahrenstechnik

Ausbildung

Luft- und Raumfahrttechnik, Aerospace Engineering
Dipl.-Ing (M.Sc.)
University of Stuttgart
2010
Stuttgart

Über mich

Engineering and digital transformation leader bridging strategy and engineering with 14+
years in automotive, aerospace, energy, and manufacturing. Experienced in use-case definition and end-to-end delivery of complex systems, from hardware-related solutions such as energy and powertrain technologies to digitalisation initiatives including digital twins and LLM/RAG-driven AI applications. Former Bosch innovation program manager (multi-million-euro budget), and leader of a 9-engineer team at Turkish Aerospace Industries. Delivered two AI production platforms (awRAG.io, LAIERS.ai) end-to-end and translated complex industrial challenges into measurable outcomes, grounded in deep domain knowledge of the process constraints, compliance requirements, and stakeholder dynamics that define success in deep-tech industries.

Weitere Kenntnisse

GenAI, AI, RAG, Agentic RAG, Vector Database, Large Language Models, AI Architecture, Thermodynamics, Fluid Dynamics, Simulation, CFD, FEM, Simulink, Matlab, Simscape, Systemsimulation, Hydraulics, HVAC, Engineering, Additive Manufacturing, Machine Learning, Neural Networks, Marketing, Computer Simulations, Energy Systems, Aerodynamics, Combustion Technology, Powertrain, Energy Efficiency, AI/ML, Ansys CFX, Ansys Fluent, OpenFOAM, ParaView, GT Power, Matlab, Simulink, AVL Fire, ETAS Inca, LabView, Tecplot, Python, MS Project, MS Office, Spaceclaim, Fusion360

Persönliche Daten

Sprache
  • Deutsch (Muttersprache)
  • Türkisch (Muttersprache)
  • Englisch (Fließend)
  • Arabisch (Grundkenntnisse)
Reisebereitschaft
Weltweit
Arbeitserlaubnis
  • Europäische Union
Profilaufrufe
880
Alter
40
Berufserfahrung
14 Jahre und 10 Monate (seit 05/2011)
Projektleitung
10 Jahre

Kontaktdaten

Nur registrierte PREMIUM-Mitglieder von freelance.de können Kontaktdaten einsehen.

Jetzt Mitglied werden