class AbdallahHashad:
    role        = "Machine Learning Engineer & Data Scientist"
    location    = "Cairo, Egypt 🇪🇬"
    edge        = "CFA-level valuation + DCF modelling + professional appraisal work"

    def building(self):
        return ["end-to-end ML pipelines", "leakage-proof feature engineering",
                "tuned gradient boosting models", "quantitative finance tooling"]

    def current_focus(self):
        return {"learning": ["Hands-On ML (Géron)", "Linear Algebra (Strang)", "SQL"],
                "goal": "models that answer real economic questions, not just minimise loss"}