Mathias Wilhelm
DevOps
Experience
Dec 2024 - Mar 2025
4 monthsDevOps
Trusc
- Implemented the entire infrastructure and CI/CD pipeline
- Stabilized and secured the infrastructure
- Created a backup solution
- Eliminated platform downtime
- Accelerated deployment time by a factor of 4
- Doubled the time savings from ticket to production with dynamic review environments and JIRA automation
- Technical infrastructure documentation and process descriptions according to ISO/IEC 27002
Technologies used:
- Infrastructure as Code (IaC)
- Terraform
- Hetzner
- Cloud
- Ansible
- GitLab
- CI/CD
- Linux
- Bash
- Docker
- Docker Swarm
- Microservices
- MariaDB
- MinIO
- Git
Mar 2024 - Present
1 year 5 monthsInterim CTO
nuco.cloud
- Full responsibility for development and product strategy
- Refined product strategy
- Lasting improvement of interdisciplinary team collaboration, especially boosting the performance of the Indian team
- Introduced a QA process to increase product quality
- Achieved project goals on time and within budget
- Built strategic partnerships and integrated them technically into the platform
Technologies used:
- Project management
- Requirements management
- Stakeholder management
- Team development
- Architecture decisions
- Agile
- ClickUp
- Monday
- Git
- WHMCS
- PHP
Dec 2023 - Present
1 year 8 monthsConsultant and Data Scientist
Mindhopper
- Developed and implemented various AI services to digitize claims processes in the insurance sector
- Optimized the internal claims review process by about 50%
- Successfully launched products with insurance companies
- Made a decisive contribution to the innovative optimization of the claims review process
- Implemented AI services such as document splitting, automated invoice assessment, document type detection, claim type recognition, trade recognition, and ReceiptGPT
Technologies used:
- Requirements management
- Stakeholder management
- Data analysis
- Use case development
- Prototype development
- Machine learning
- LLM
- NLP
- Image recognition
- Anomaly detection
- Text classification
- GPT APIs
- spaCy
- NLTK
- PyTorch
- scikit-learn
- OpenCV
- Python
- FastAPI
- Docker
- Microservices
- MongoDB
- MySQL
- Git
- CI/CD
Oct 2023 - Apr 2025
1 year 7 monthsConsultant and Data Scientist
Trusc
- Managed projects and developed AI-based business and use cases for a B2B trading platform for used hardware
- Enhanced platform UX with AI-powered user inputs
- Created new business cases for existing AI services
- Solution-oriented project management with a 100% customer-focused outcome
- Developed intelligent services like price indication, product specification normalization, and smart product specification search
Technologies used:
- Stakeholder management
- Data analysis
- Use and business case development
- Project management
- Machine learning
- NLP
- LLM
- spaCy
- NLTK
- PyTorch
- scikit-learn
- Python
- FastAPI
- Docker
- Microservices
- MariaDB
- Git
- CI/CD
Jan 2023 - Jul 2023
7 monthsDevelopment and Data Science
- Proof-of-concept project for a CV parser and skill-matching algorithm
- Laid the groundwork for digitizing and optimizing the recruiting process through positive test results and user acceptance
Technologies used:
- Stakeholder management
- Requirements management
- LLM
- NLP
- Machine learning
- TensorFlow
- scikit-learn
- spaCy
- Python
- JavaScript
- HTML
- FastAPI
- Docker
- SQLite
- Git
Apr 2021 - Apr 2023
2 years 1 monthConsultant and Project Manager
RightPoint
- Managed and enhanced an AI-based sales solution
- Built and onboarded a new development team
- Increased the existing AI’s F1 score from 0.35 to 0.8
- Expanded the solution with additional metrics and KPIs
- Accelerated initial customer data analysis
- Developed new business cases for existing AI services
- Solution- and budget-oriented project management
Technologies used:
- Stakeholder management
- Data analysis
- Use and business case development
- Project management
- Product management
- Architecture decisions
- Machine learning
- TensorFlow
- scikit-learn
- Python
- MariaDB
- Airflow
- Git
- CI/CD
Jan 2019 - Dec 2020
2 yearsHead of Competence Center for Self-Adaptive Systems
DAI-Labor
Jan 2016 - Dec 2022
7 years Lorem ipsum dolor sit amet
PhD (Dr.-Ing.) – TU Berlin | Topic: Ring-based multi-finger gesture control
Jan 2010 - Dec 2019
10 yearsData Scientist and Project Manager
DAI-Labor
Jan 2006 - Dec 2010
5 yearsStudent Research Assistant in Machine Learning
Technische Universität Berlin
Jan 2003 - Dec 2006
4 yearsSystem Administrator
Jan 2001 - Dec 2010
10 years Lorem ipsum dolor sit amet
Diplom-Ingenieur in Technical Computer Science – TU Berlin
Summary
Mathias Wilhelm helps companies unlock the economic potential of AI – through solid consulting, targeted implementation, and many years of experience in tech and business projects.
With over 15 years as a Data Scientist, developer, and project manager, he brings not only deep technical know-how but also a solid understanding of business contexts and project strategy.
Whether corporate, startup, or research – he combines entrepreneurial thinking with proven AI expertise.
Languages
German
NativeEnglish
Advanced Education
Oct 2016 - Jun 2022
TU Berlin
PhD (Dr.-Ing.) · Ring-based Multi-Finger Gesture Control · Berlin, Germany
Oct 2001 - Jun 2010
TU Berlin
Diploma Engineer · Technical Computer Science · Berlin, Germany
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