Leading data quality and AI initiatives for enterprise clients — building business cases, running executive workshops, and delivering end-to-end data solutions across SAP landscapes.
Senior Data & AI Consultant building products and writing guides on the side.
Data & AI consultant by day, builder by night. At PwC, I help enterprises make sense of their data — harmonizing systems, building business cases for AI initiatives, and translating complex architectures into executive roadmaps. Outside of consulting, I build Grain (an iOS workout tracker) and write deep-dive guides on Apple's native apps.
Leading data quality and AI initiatives for enterprise clients — building business cases, running executive workshops, and delivering end-to-end data solutions across SAP landscapes.
Delivered SAP-based data management and process digitization solutions for automotive, FMCG, and food manufacturing clients.
Owned the product backlog for an SAP Fiori application managing the full product lifecycle — from ideation through go-to-market distribution. Collected requirements from business users, translated them into epics and user stories, coordinated with developers, and resolved data pipeline issues. Drove internal adoption through knowledge-sharing and stakeholder collaboration.
Led the material deduplication work stream as part of a large-scale data quality initiative following the consolidation of hundreds of individual ERP systems into one S/4HANA instance. Identified duplicates across multiple material groups, defined uniqueness criteria, and designed end-to-end resolution processes including open orders, stock transfers, and downstream dependencies.
Built a multi-step deduplication system using Cologne phonetic, N-gram, and other state-of-the-art matching algorithms to identify duplicate vendors and customers across multiple SAP systems. Leveraged transactional data to determine golden records, delivering a prioritized cleansing list that enabled the client to consolidate their entire vendor and customer base.
Architected and implemented a reference data solution as a custom add-on to an existing SAP MDG implementation. Built a catalog of data objects and mapped cross-system data relationships, connecting decentralized subsidiaries through a centralized reference architecture. Led stakeholder interviews, developed the business case, and delivered the implementation.
Established data governance from the ground up for a leading global food manufacturer. Created data domains, built the three-layer data model (business, logical, technical), conducted interviews from C-level to operational staff, and defined governance processes to consolidate and leverage data distributed across multiple systems.
iOS app with science-backed auto-progression, 798 exercise library, RIR tracking, recovery scoring, and smart volume management. Currently in beta.
Deep-dive guides on Apple's native apps — the ones most people overlook. Helping people build better systems with the tools already on their device.
Personal brand website. Static HTML, hosted on Cloudflare Pages, auto-deployed via GitHub. Built from scratch.
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