I can help build your data products. Whether behind-the-scenes, aiding your business intelligence and strategic decision-making, or part of a customer-facing product offering, I can rapidly prototype and work with your team to build the infrastructure and products that you need.
With a decade of experience at various startups, Facebook and WhatsApp, I have built dozens of models, pipelines, dashboards, APIs, and other systems that have powered world-class analytics and data products. I can help you define what data foundations, models, or other systems you need to build, I can prototype early versions, and I can work with your team to build systems in production that will power your organisation for years to come.
Examples of situations in which I may be able to add a lot of value to your organisation:
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You don't have the deep and clear view on company data that you need at your fingertips. You're repeatedly asking analysts simple data questions you should know the answer to, and metrics updates involve pulling from a dozen different sources into Excel. You need data pipelines and dashboards that the whole company can use to see the latest data.
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You find out about critical issues days after they happened - rather than in real-time. You need logging, monitoring, and alerts on your product and company metrics.
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You have a one-off analysis that shows a valuable insight, but you want to create an ongoing model (whether this is a simple pipeline, or a more complex machine learning system) that will continually produce this data on an ongoing basis.
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You feel that AI could be super-powering your operations - or your product itself - but you don't know how to build out an experience or tools that will leverage your data in an AI product
Often, the best time to undertake a project building out data infrastructure, is after an Insights piece. The initial analysis means I can deeply understand the data, and how to best create the right metrics for your business.