5 prototype | 4 patents application | 1 paper co-author | 1 product deployed
Large Language Models and Multi-Agent Systems: Focused on developing and implementing large language models and multi-agent systems.
AI Demonstrator Development: Designing and developing an AI demonstrator to showcase during AI-Summit and/or Fraunhofer events in the German region.
Minimal Viable Product (MVP) Development: Partnering with industry leaders across various domains to co-create innovative and practical solutions. This collaboration leverages shared expertise to address complex challenges and deliver impactful, market-aligned outcomes.
Consultation: Aiming to increase AI awareness and bridge the gap between technology and users for SMEs in Baden-Württemberg. Collaborating with the Baden-Württemberg Ministry, we provide tailored solutions that empower local businesses to adopt and leverage AI effectively.
Project Management: Overseeing multiple projects, aligning cross-functional teams to ensure timely, high-quality, and budget-compliant outcomes.
Project Migration and Data Analysis | Data Visualisation
Successfully led the migration of critical Tableau reports to Power BI, ensuring seamless transition and enhanced visualisation capabilities.
Developed strategic Power BI dashboards to monitor real-time online status of IoT devices, improving operational insights.
Spearheaded a predictive analytics initiative utilising supervised Machine Learning (ML) techniques—such as Decision Tree, Random Forest, SVM, and PCA—to forecast scrap rates effectively.
Managed the synthesis of vast industrial data points, implementing diverse noise strategies.
Demonstrated expertise in data analysis by leveraging Python packages for exploratory data analysis, particularly for extensive datasets, and delivered insightful presentations.
2 Patents | 26 Ideas proposed | 5 Siemens Awards| 500 hardware and software issues | 4 prototypes developed | 6 Lean Initiatives
Prototype Development: Designed and developed prototypes for dynamic virtualisation of industrial devices, augmented reality applications, and chat interfaces for industrial devices.
Process Improvement: Gained knowledge of existing systems and processes, developed technical tools to enhance process efficiency and deliverable quality.
Research and Development: Conducted research and development for digitalisation use cases, including dataset exploration and pattern identification in industrial protocols.
Verification and Validation: Responsible for the verification and validation of SIEMENS IOT 2040 and SIEMENS Mindsphere applications, identifying and resolving legacy issues in industrial devices and software.
Technical Consultation: Assisted developers and customers with technical suggestions and issue resolution, leveraging deep practical knowledge gained through reverse engineering.
Innovation and Patents: Contributed to technological excellence and innovation, leading to two patents being filed and receiving recognition as a Tech Expert by SIEMENS.
Quality Assurance: Ensured the quality and reliability of industrial devices and software through rigorous testing and validation processes.
CCNA training | Network protocols | Windows OS
Network Administration: Managed comprehensive network administration tasks to ensure seamless operations and optimal functionality.
Technical Troubleshooting: Expertly addressed technical challenges related to Windows systems, trading software, and network infrastructure.
LAN/WAN Management: Successfully resolved complex issues with Local Area Networks (LAN) and Wide Area Networks (WAN), enhancing network efficiency.
Networking Protocols: Leveraged in-depth knowledge of networking protocols to improve project outcomes and streamline operations.
Training and Proficiency: Completed extensive training in networking and Windows OS ad advanced concepts, demonstrating strong proficiency in the field.