Bridging Digital Strategy & Engineering | 14+ Yrs in Experience | GenAI | LLM | RAG | Digital Twins
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- 47138 Duisburg
- Weltweit
- de | tr | en | ar
- 24.02.2026
Kurzvorstellung
Geschäftsdaten
Qualifikationen
Projekt‐ & Berufserfahrung
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
Data Science, Database Manager, Datamanager, Generative KI, Large Language Models, Storage
1/2024 – 4/2025
TätigkeitsbeschreibungLed 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 QualifikationenDigitale Transformation, HVAC, Simulink, Strömungsmechanik, Systems Simulation, Thermodynamik
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
Aerodynamik, Business Development Manager, Business Intelligence (BI), Computational Fluid Dynamics, Fertigungstechnik (allg.), Finite-Elemente-Methoden, Fluiddynamik, Manager, Projektleiter Maschinenbau, Strömungsmechanik, Thermische Verfahrenstechnik, Thermodynamik
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
Aerodynamik, Change Management, Computational Fluid Dynamics, Fluiddynamik, SolidWorks Enterprise PDM (Dassault Systèmes)
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
3D Modellierung, Aerodynamik, CAD (computer-aided design), Computational Fluid Dynamics, Fluiddynamik, Projektadministrator, Projektleiter Industrie, Projektleiter Maschinenbau, Simulink, Strömungsmechanik, Thermodynamik
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
Computational Fluid Dynamics, Fluiddynamik, Forschung & Entwicklung, Simulink, Strömungsmechanik, Thermische Verfahrenstechnik, Thermodynamik
5/2011 – 2/2012
Tätigkeitsbeschreibung
- Thermal management & fluid mechanics
- 1D modelling and simulation for automotive
- Preparation of simulation models
- Renewable energy
Computational Fluid Dynamics, Strömungsmechanik, Energietechnik, Fluiddynamik, Photovoltaik / Solarzelle, Solarthermie / Sonnenenergie, Thermodynamik, Thermische Verfahrenstechnik
Ausbildung
University of Stuttgart
Stuttgart
Über mich
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
Persönliche Daten
- Deutsch (Muttersprache)
- Türkisch (Muttersprache)
- Englisch (Fließend)
- Arabisch (Grundkenntnisse)
- Europäische Union
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