You suspect your app data is hiding something valuable. In 1–2 weeks, I’ll pinpoint what you’re capturing, what’s slipping through, and where to make the highest-value fixes. This way, you won’t waste budget on the wrong things.
Field teams work where connectivity dies. I create React Native apps that work offline. They validate data on the device, ensuring accurate capture, even without a signal. This means no server reliance and no lost submissions.
Your app fires events, but nobody trusts what lands in BigQuery. I begin at the source. I ensure the instrumentation is set up right and design the architecture. Finally, I give you dashboards that your CTO actually opens on Monday morning.
LLM features are landing in every roadmap. Almost no one can build the feature and measure whether it works. I do both: native integration into your app, plus the instrumentation that tells you if it's actually moving the numbers.
Device data lands somewhere. Nobody's watching it. I build a clean pipeline with SLOs, cost monitoring, and alerting that catches failures before your customers do - from fragmented telemetry to an observable, production-grade setup.
Your data team has a model. It's been sitting in a notebook for six months. I get it into production - offline-capable, latency-optimized, running on the device where it needs to be. No more "we'll deploy it next quarter."
How We Engage
A simple, structured engagement model focused on clean instrumentation, trustworthy data flow, and analytics that actually supports product decisions.
Portfolio
Examples of mobile analytics, data infrastructure, field operations, and product work. Click any project to view the full case study.
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Most companies with a mobile app or connected devices collect data, but still make product decisions based on gut feeling.
The reason is almost always the same: mobile engineering and analytics work in silos. Events are tracked inconsistently, pipelines are fragile, and dashboards arrive too late to matter.
I fix exactly that gap.
With 10+ years across mobile engineering, data pipelines, and AI integration, at Vodafone building large-scale telemetry infrastructure, and at Sprengnetter connecting field operations data to business decisions – I’m the single person who can both instrument your app and design the pipeline behind it.
No coordinating two freelancers. No handoff risk. Decisions from real data, in 4-6 weeks.
