Jonas Krauss-Senior technology and data leader
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Experience
Business Intelligence Team Lead
CHI Deutschland Cargo Handling GmbH
- Built a new BI team, Snowflake data warehouse and BI infrastructure from scratch
- Lead the BI team to drive data-driven decision-making across cargo handling operations.
- Design and maintain enterprise data solutions for performance tracking, forecasting, and operational efficiency.
- Collaborate with stakeholders to align BI strategy with business objectives in a high-throughput logistics environment.
Co-Founder
ml4all UG
- Co-founded a startup to democratize advanced analytics for SMEs, enabling competition with large corporations.
- Developed Foodsight, a sales forecasting SaaS product for bakeries and restaurants, reducing food waste and costs through precise demand prediction.
- Architected scalable ML pipelines and cloud-based solutions for real-world business impact.
- Operations concluded.
Data Team Lead
trendtours Touristik GmbH
- Built and led a data team responsible for developing an enterprise data warehouse and integration layer in Microsoft Azure, enabling platform integration and data-driven decision-making.
- Productized machine learning models to improve marketing efficiency, reduce customer acquisition costs, and increase conversion rates. Deployed MVPs and operated models in production.
- As Product Owner, collaborated with Project A Ventures and suppliers to drive digitalization and platform integration.
- Introduced Scrum and continuous improvement, doubling team throughput while improving quality standards.
- Trained and rolled out Tableau across departments for self-service analytics.
Team Leader L4 Integration
Laetus (a Danaher Company)
- Led an 8-person team (internal and external developers) to integrate Laetus Track&Trace machines with customer systems (ERP/MES/SAP).
- Improved throughput by 30%, halved project durations, and reduced errors through standardized processes, Scrum, and continuous improvement.
- Managed build/release processes, change management, and 3rd-level technical support for global customers.
Project Manager
Laetus (a Danaher Company)
- Managed customer projects for serialization solutions, including technical clarification, coordination, and acceptance testing (FAT/SAT).
- Advised clients on complex technical projects and product presentations.
EMEA IB Business Analyst
Videojet (a Danaher Company)
- Developed and monitored EMEA-wide sales and customer retention campaigns/KPIs.
- Advised mid-level and senior management with custom business analytics and predictive modeling (churn prevention, customer segmentation).
- Contributed to the "disruptive computing" strategy, including predictive analytics and Salesforce.com integration.
- Coordinated the extension of a global data warehouse and its integration with Salesforce.com.
BI Developer / Analyst
Videojet (a Danaher Company)
- Built a data warehouse and reporting solution for sales data (ETL, relational/OLAP databases, web application frontend).
- Conducted requirements engineering, database development (MS SQL, SSIS, SSAS), and user training/rollout.
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Manufacturing, Tourism, Transportation, Food and Beverage, Information Technology, and Pharmaceutical.
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Business Intelligence, Marketing, Strategy, Project Management, and Sales.
Summary
Senior technology and data leader with 15+ years of experience in enterprise data architecture, AI/ML productization, and agile team leadership. Proven track record in building and scaling data-driven systems, leading cross-functional teams, and delivering high-impact solutions in fast-paced environments. Deep expertise in AI/ML workflows, agentic systems, and modern data stacks, with a focus on practical, business-aligned innovation. Hands-on developer with experience in Python, cloud platforms (Azure, AWS, Hetzner), and full-stack data engineering. Strong background in technical leadership, having co-founded a startup (ml4all UG) and led data/BI teams in multiple industries.
Skills
- Ai/Ml & Data Engineering: Machine Learning (Scikit-Learn, Keras, Catboost), Python (Pandas, Fastapi), Data Warehousing, Etl/Elt, Olap
- Cloud & Infrastructure: Microsoft Azure, Aws, Hetzner, Api Design, System Integration (Erp/Mes/Sap)
- Leadership & Methodologies: Agile/Scrum, Lean, Continuous Improvement, Team Scaling, Cto/Leadership
- Business & Strategy: Data-Driven Decision Making, Process Optimization, Digital Transformation, Startup Scaling
- Tools & Frameworks: Sql (Snowflake, Ms Sql, Oracle, Postgresql, Duckdb), Tableau, Qlik, Dbt, Dagster, Jira, Confluence, Git, Clickup
Languages
Education
Universität Osnabrück
B.Sc. · Applied Systems Science · Osnabrück, Germany
Certifications & licenses
DevOps Fundamentals
Certified Scrum Master
Jeff Sutherland, SCRUM co-founder
Machine Learning
Coursera, Stanford
PRINCE2 Practitioner (Project Management)
Training & Facilitation Techniques for Instructors
DBS
Transactional Process Improvement & Standard Work
DBS
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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