Founder & CEO
KaosMaps / Rappster
(Internet und Informationstechnologie, < 10 Mitarbeiter)
Schlagwörter
Künstliche Intelligenz
Innovation
APIs
Forecasting
Indesign
Agile Methodologie
Automatisierung
Cloud Computing
It-Beratung
Beratung
Skills
Skills & Knowledge
I help organizations turn AI potential into real-world outcomes. As a Full-Stack Data Scientist and GenAI Solution Architect with over a decade of experience, I operate at the intersection of innovation, technology, and business impact.
My strength lies in bridging gaps—between teams, tools, technologies, and mindsets. I combine deep technical fluency (from data engineering and software development to MLOps and DevOps) with a strategic sense of where to drive value. Whether we’re building from scratch, connecting systems that weren’t meant to talk, or evaluating new AI use cases, I bring clarity to the chaos.
? GenAI & Applied AI
I specialize in GenAI applications, prompt engineering, model APIs (OpenAI, Anthropic, etc.), LLM pipelines, and agent orchestration frameworks like LangChain or LlamaIndex. I also build AI-based automation solutions using tools like n8n, Make, and custom pipelines—helping businesses prototype and productize faster.
? Full-Stack Data Science & Engineering
I don’t just do ML—I architect, build, and deploy end-to-end data products. That includes ETL pipelines, cloud infrastructure (GCP-certified), APIs, and dashboards. I’ve led initiatives from exploratory analysis to production-grade forecasting systems using R, Python, SQL, Docker, and CI/CD pipelines.
? Rapid Prototyping & Innovation Scouting
I move fast. With a background in design thinking and agile development, I help clients go from problem to PoC to validated MVP in short cycles. I also scout and assess AI trends, tools, and libraries to keep your innovation pipeline sharp.
? Strategic AI Enablement
I support teams in understanding, implementing, and evolving their AI initiatives—translating technical complexity into actionable roadmaps. My consulting often includes capability assessments, upskilling, and embedding GenAI responsibly into workflows.
? Data Storytelling & BI
From Forecast Value Added (FVA) analytics to interactive dashboards, I’ve delivered BI solutions that empower smarter decisions. I design visuals that speak to both analysts and execs—bridging insight with action.
I bring a “map-and-execute” mindset: I analyze where and how AI can bring value, map it out clearly, and then make it happen—collaboratively, pragmatically, and with a hands-on approach.
Whether you need a thought partner, a hands-on builder, or a cross-functional orchestrator, I’m here to help you navigate the AI era with confidence and clarity.
I help organizations turn AI potential into real-world outcomes. As a Full-Stack Data Scientist and GenAI Solution Architect with over a decade of experience, I operate at the intersection of innovation, technology, and business impact.
My strength lies in bridging gaps—between teams, tools, technologies, and mindsets. I combine deep technical fluency (from data engineering and software development to MLOps and DevOps) with a strategic sense of where to drive value. Whether we’re building from scratch, connecting systems that weren’t meant to talk, or evaluating new AI use cases, I bring clarity to the chaos.
? GenAI & Applied AI
I specialize in GenAI applications, prompt engineering, model APIs (OpenAI, Anthropic, etc.), LLM pipelines, and agent orchestration frameworks like LangChain or LlamaIndex. I also build AI-based automation solutions using tools like n8n, Make, and custom pipelines—helping businesses prototype and productize faster.
? Full-Stack Data Science & Engineering
I don’t just do ML—I architect, build, and deploy end-to-end data products. That includes ETL pipelines, cloud infrastructure (GCP-certified), APIs, and dashboards. I’ve led initiatives from exploratory analysis to production-grade forecasting systems using R, Python, SQL, Docker, and CI/CD pipelines.
? Rapid Prototyping & Innovation Scouting
I move fast. With a background in design thinking and agile development, I help clients go from problem to PoC to validated MVP in short cycles. I also scout and assess AI trends, tools, and libraries to keep your innovation pipeline sharp.
? Strategic AI Enablement
I support teams in understanding, implementing, and evolving their AI initiatives—translating technical complexity into actionable roadmaps. My consulting often includes capability assessments, upskilling, and embedding GenAI responsibly into workflows.
? Data Storytelling & BI
From Forecast Value Added (FVA) analytics to interactive dashboards, I’ve delivered BI solutions that empower smarter decisions. I design visuals that speak to both analysts and execs—bridging insight with action.
I bring a “map-and-execute” mindset: I analyze where and how AI can bring value, map it out clearly, and then make it happen—collaboratively, pragmatically, and with a hands-on approach.
Whether you need a thought partner, a hands-on builder, or a cross-functional orchestrator, I’m here to help you navigate the AI era with confidence and clarity.
Projekthistorie
01/2014
-
bis jetzt
Led and delivered projects transforming data insights into operational value and accelerating digital transformation across diverse industries.
Built and orchestrated end-to-end solutions—from data engineering pipelines and predictive analytics to AI-enhanced automation and custom tooling. Combined strategic vision with hands-on implementation to help clients explore, validate, and scale new ideas. Acted as a translator between business goals and technical execution, ensuring measurable outcomes and user-centered impact. Projects ranged from rapid GenAI PoCs to production-ready platforms grounded in solid data and software architecture.
Built and orchestrated end-to-end solutions—from data engineering pipelines and predictive analytics to AI-enhanced automation and custom tooling. Combined strategic vision with hands-on implementation to help clients explore, validate, and scale new ideas. Acted as a translator between business goals and technical execution, ensuring measurable outcomes and user-centered impact. Projects ranged from rapid GenAI PoCs to production-ready platforms grounded in solid data and software architecture.
02/2015
-
06/2019
Senior Data Scientist & R Enthusiast
iqast / RSG Software GmbH
(Internet und Informationstechnologie, < 10 Mitarbeiter)
Designed and managed an end-to-end solution for visualizing Forecast Value Added (FVA) using an R-based backend and Tableau frontend to support Supply & Demand Planning.
Worked closely with supply chain experts to translate business needs into actionable analytics and visual tools. Combined statistical modeling, backend architecture, and dashboard development into a single integrated product—used by multinational clients to improve forecasting performance and planning efficiency.
Worked closely with supply chain experts to translate business needs into actionable analytics and visual tools. Combined statistical modeling, backend architecture, and dashboard development into a single integrated product—used by multinational clients to improve forecasting performance and planning efficiency.
07/2014
-
12/2014
Freelancer in Business Intelligence Team
Data One GmbH
(Internet und Informationstechnologie, 50-250 Mitarbeiter)
Closed the gap between SAP Business ByDesign and the existing BI ecosystem by developing a custom web server solution.
Enabled seamless data flow and integration, unlocking siloed business data and transforming it into actionable insights for decision-makers. Delivered a tailored backend component that connected enterprise systems with modern analytics environments—boosting transparency and reporting efficiency.
Enabled seamless data flow and integration, unlocking siloed business data and transforming it into actionable insights for decision-makers. Delivered a tailored backend component that connected enterprise systems with modern analytics environments—boosting transparency and reporting efficiency.
05/2007
-
07/2013
PhD Student & Research Associate
Catholic University Eichstätt-Ingolstadt (WFI Ingolstadt School of Management)
(Sonstiges, 50-250 Mitarbeiter)
Conducted research on real-time statistical monitoring of online marketplaces using innovative web scraping techniques.
Designed and implemented data collection pipelines to analyze dynamic market behavior. Delivered lectures and tutorials on applied statistics, guiding students from foundational theory to hands-on computational methods in R.
Designed and implemented data collection pipelines to analyze dynamic market behavior. Delivered lectures and tutorials on applied statistics, guiding students from foundational theory to hands-on computational methods in R.
Reisebereitschaft
In der Stadt Heidelberg mit einem Radius von 250 km verfügbar
Sonstige Angaben
I’m not just here to write code — I’m here to solve problems, challenge assumptions, and help you move fast without breaking everything. Whether you're experimenting with GenAI for the first time or scaling proven solutions, I bring technical depth, business perspective, and a bias for action. I'm collaborative, transparent, and I love working with teams that want to build something meaningful — and ship it.
Let’s connect and see how we can turn your vision into working software. ?
Youtube - Video
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GenAI Enabler, Solution Architect, Full Stack Data Scientist |
