Work & projects — enterprise AI, data platforms and zero-to-one products

01 · Work

Where I have Worked.

The roles behind the work, newest first.

Seven years across product, data and operations, from running an ice-cream brand to leading digital transformation for a global tech company.

  1. 2023 to present

    Riedel Communications GmbH

    Data Scientist / AI Product Lead

    Delivered 15+ digital products across data, process and AI. Built the BI layer that saved €500K+ in procurement, cut the pricelist cycle from 3+ months to under 1, and took SAP master data errors from 70% to 2%. Built the GenAI portfolio from zero: 3 products shipped, including an AI helpdesk serving 1,500 employees with 40% deflection and ~€100K/yr saved. Owned PRD to governance, GDPR and EU AI Act included.

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  2. 2017 to 2021

    The Funnel Hill Creamery

    Co-Founder · F&B

    Co-founded an F&B brand with $70K and scaled it to ~$400K annual revenue across 4 company-owned outlets, raising $200K for the expansion. Led a team of 70 across 250+ SKUs, and steered through COVID with 93% staff retention while customer satisfaction rose from 80% to 92%.

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02 · Projects

What I've been building.

Six products I owned end to end, from first idea to adoption.

Six top picks across AI, data analytics, data engineering and product ops, most inside Riedel Communications, one built from scratch as an F&B operator.

↳ Click any card for the full story

01 / ProfessionalRiedel · SAP · AI
02 / PersonalBuilt from scratch · Real cash on the line