Data & AI Consulting
I help mid-sized businesses unlock the strategic potential of their data and deploy artificial intelligence purposefully – pragmatic, measurable and sustainable.
Services
Specialised across the full lifecycle of data projects – from strategy through implementation to operations.
I bring structure to your data landscape and create the foundation for informed decisions – from data architecture to executive dashboards.
From classical ML models to large language models – I design, develop and integrate AI solutions that deliver real value.
Robust, scalable data pipelines and modern infrastructure as the foundation for all downstream analytics and AI applications.
Systematically automate recurring tasks – so your team can focus on what matters instead of manual work.
Project types
Real-world examples – anonymised and simplified, but representative of genuine challenges.
ML-based forecasting models for revenue, churn and cross-sell potential. The result: a sales team working with measurable priorities instead of gut feeling.
Integration of large language models into support and sales workflows. From request classification to automated response generation – contextually accurate and on-brand.
Replacing manual Excel processes with a modern data pipeline delivering automated daily reports for the CFO and leadership team. Time savings: several hours per week.
Building data quality standards, ownership structures and a company-wide data catalogue. The foundation for sustainably scalable data projects.
Why work with me
You work directly with me – no account managers, no junior consultants, no communication loops. Full experience, short paths, fast results.
No consultant writing months of concept papers. I focus on early results, continuous iteration and a "ship it, learn from it" mindset.
I recommend what fits your business – not what earns commissions. Open source, cloud-native or hybrid: technology-open and honest.
Clear proposals, fixed day rates or fixed-price packages – no hidden costs, no scope creep. You know at every point what you are paying for.
Process
Clearly structured, easy to follow and with no surprises.
approx. 30–60 min.
An initial conversation where I understand your current situation, goals and specific challenges. Not a sales pitch – an honest assessment.
approx. 3–5 days
Based on our conversation I develop a clear project outline with scope, approach and deliverables – including a transparent cost breakdown.
project-dependent
Agile approach in short cycles. Regular updates, early partial results and close collaboration – so you always know where we stand.
after project end
Full documentation, handover to your team and optional ongoing support. The result is yours – and your team can continue working independently.
Ready for step 1?
Schedule a conversationFAQ
Find answers to the most common questions here. For anything else, feel free to write to me directly.
Ask another questionMy focus is on mid-sized businesses that want to tackle their data projects seriously – without the cost of a large consultancy. I also work with growth-stage startups and occasionally with corporate divisions that need independent expertise.
That depends heavily on scope. An analytics strategy or dashboard project often runs 4–8 weeks. More complex data engineering or ML projects typically take 3–6 months. For strategic questions or assessments there are also compact formats from one week.
Yes, fully. I work 100% remotely and have established processes for distributed collaboration. For kick-off meetings or workshops I can also be on-site if needed – by arrangement and within the project budget.
I am technology-neutral and align with your requirements and the stack that fits your business. I typically work with Python, SQL, dbt, Airflow/Prefect, Snowflake/BigQuery/Databricks, Power BI/Metabase, OpenAI API/LangChain and cloud platforms (AWS, Azure, GCP).
I work with day or hourly rates for ongoing support and fixed prices for clearly defined project scopes. After our introductory call you will receive a transparent proposal without hidden costs. Contact me directly – I find a suitable solution for every scale.
We start with a free 30-minute introductory call. You then receive a concrete proposal within a few days. Implementation takes place in short iteration cycles with regular check-ins. All results are fully documented and handed over to your team.