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Manchester: Data Intelligence Network

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About this event

What to expect

Delivering real-world data science models is at the heart of this Manchester meetup, where Rioch Brewer, Head of Data Insight at AJ Bell, shares hard-won lessons from portfolio risk measurement, churn modelling, and price anomaly detection. If you're navigating the gap between analytics ambition and production reality, this session offers practical frameworks you can apply immediately.

What You'll Learn

Rioch's talk, "Lessons learned in delivering our first data science models," cuts through the hype to address the tough decisions every data team faces:

  • Starting simple vs. designing complex — when to MVP and when to architect for scale
  • Generating value from weak signals — extracting insight even when your data isn't perfect
  • Analytics vs. Data Science vs. MLOps — choosing the right path for your organisation's maturity
  • Building support structures — the unglamorous but essential work of project management, templates, and sprint discipline that makes models ship

This isn't a theoretical workshop. Rioch brings experience from actual deployments, including the messy middle where models meet business constraints and stakeholder expectations.

Who Should Attend

This event suits data scientists, analysts, and engineers working in or moving toward production model deployment. Whether you're prototyping your first ML solution or scaling a mature data science function, you'll find relevant insights. The Manchester Data Intelligence Network (formerly Manchester R Users) attracts practitioners across finance, retail, SaaS, and public sector — expect a technical audience comfortable with statistical computing and predictive analytics.

Event Format

The evening begins at 6:00 PM with drinks and pizza at the Greater Manchester Digital Security Hub (DiSH) — a modern tech hub in Lincoln Square powered by Barclays Eagle Labs. Talks kick off around 6:30-6:45 PM and wrap by 8:30 PM, with an optional pub continuation for deeper conversations. Hosted by Abbie Brookes and Jeremy Horne from Datacove, a Brighton-based consultancy specialising in customer analytics, automation, and reporting.

Why This Matters

Too many data science events focus on cutting-edge algorithms without addressing the organisational reality of model delivery. This session centres the unglamorous work — project scaffolding, stakeholder alignment, deployment infrastructure — that d

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