About Me
Ogbebor Osaheni
AI Product Manager
I’m Ogbebor Osaheni, an AI Product Manager building end-to-end ML products from the ground up: ML pipelines, FastAPI backends, and Next.js frontends shipped to production with full PM artefacts before a single line of code.
I’m drawn to products where AI meets human creativity and editorial judgement. Bias detection tools that keep reviewers in control, story engines that guide writers rather than replace them, pricing systems that explain every recommendation in plain English. The common thread: AI that earns trust by being transparent.
Open to AI PM roles in the UK, particularly in media, film and creative technology. Projects built using AI-assisted development workflows, directing Claude Code and v0 to ship production frontends while maintaining full ownership of product decisions, architecture, and PM artefacts.
ML & XGBoost
Built XGBoost pipelines across pricing, sentiment, and bias detection. Applied Optuna TPE search (50 trials, 3-fold CV) on the pricing system — confirming the baseline was already well-calibrated and the R² ceiling was genuine market noise, not fixable by tuning.
Explainable AI
Applied SHAP to the pricing and bias detection models. Pricing: 3 chart types (bar, dot, waterfall) with live per-prediction explanations. Bias Audit: per-word SHAP waterfall in every result card — reviewers see exactly which words drove the verdict and by how much.
Product Strategy
Wrote PRDs, OKRs, and roadmaps before building. Shipped PM artefacts first, code second — on every project.
Responsible AI
Built bias audits, fairness constraints, and ethics frameworks aligned to UK Online Safety Act, Ofcom, and GDPR.
Full-Stack Shipping
FastAPI backends, Next.js frontends, Supabase — from model to deployed product, end to end.
AI-Assisted Development
Direct Claude Code and v0 to ship production interfaces, maintaining full ownership of decisions and architecture.
Projects
A showcase of my AI Product Management and backend development work.
