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Louise Oram-Knight

Louise Oram-Knight

Senior AI Engineer | Claude & LLM Agents | Multi-Tenant SaaS

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Cover image for A CRO platform combining Taguchi
A CRO platform combining Taguchi factorial design for variant selection, genetic algorithms for crossover and mutation, and Bayesian sequential testing with Thompson Sampling for live winner-detection without fixed sample sizes. An LLM generates variants grounded in a copywriter's 15-year body of agency craft. A neuroscience collaborator is adding a neural-network layer modelling the emotional-state transitions buyers flick between during a purchase decision, feeding the variant generator. Stack: Python, FastAPI, NumPy, SciPy, PostgreSQL, Anthropic Claude, Next.js.
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