Verified Inference. Trusted Insight.

I Build Data, AI, and Automation Systems You Can Rely On

I help businesses turn messy files, manual workflows, and fragmented reporting into clean data pipelines and secure, practical AI solutions.

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My Consultancy Services

Practical, high-performing implementations that bridge business strategy and technical execution.

Clean pipelines, automated datasets, and structured databases replacing brittle spreadsheets.

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Secure, custom workplace LLM interfaces and Retrieval-Augmented Generation (RAG) models.

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Eradicating manual operational overhead using Python scripts, scheduling, and API syncs.

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Dynamic, automated Power BI, Streamlit, and Tableau dashboards focused on insights.

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How I take complex, manual workflows and turn them into scalable systems.

I audit your spreadsheets, manual files, and script logs to identify structural bottlenecks, errors, and automation potentials.

I design the modern data models (SQL, Python) and mock up reporting views to ensure clean data flow structures.

I deploy automated processes using production-grade pipelines, set up error logging, and configure interactive BI panels.

I hand over fully documented code repositories and train you or your team, returning hours of daily focus back to you.

Whether you want to clean up messy datasets, set up secure AI portals, or eliminate repetitive Excel reports, I can help.

Verinfera | Jan's Data & AI Consultancy

UK-based operation delivering worldwide.