Data & Analytics

This skill enables calculation in the domain of time-series-analysis (data-science). It represents advanced-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables implementation in the domain of statistical-modeling (data-science). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables verification in the domain of predictive-analytics (data-science). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables validation in the domain of predictive-analytics (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables simulation in the domain of predictive-analytics (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables prediction in the domain of predictive-analytics (data-science). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables implementation in the domain of predictive-analytics (data-science). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables design in the domain of predictive-analytics (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables classification in the domain of predictive-analytics (data-science). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts.

This skill enables calculation in the domain of predictive-analytics (data-science). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts.

Diseñar visualizaciones D3.js personalizadas que expliquen datos con claridad, interacción útil y una estructura técnica mantenible.

UX researcher v2 — interviews, usability testing, survey design, analysis, insights

Transport logistics DZ v2 — roads, airports, rail, customs, ADE

Expert en données synthétiques avancé (generation, augmentation, privacy, validation, GANs)

Expert en supply chain v2 (approvisionnement, logistique, inventory, forecast, contexte DZ)

Subscription specialist — Billing, churn prediction, dunning, upgrade paths, LTV optimization

Expert en onboarding SaaS (activation, Aha moment, guided tours, checklists, product-led)

Expert en analytics SaaS (product analytics, event tracking, funnels, retention, Mixpanel)

Expert en technologies retail avancées (omnichannel, inventory AI, dynamic pricing, cashierless, DZ context)

Expert en technologies retail avancées (magasin connecté, inventaire, POS, fidélisation, e-commerce omnicanal)

Expert en recherche et intelligence avancée (OSINT, trend analysis, competitive intel, reporting, DZ context)

Real-Time Specialist IA — Expert en communication temps réel (WebSockets, SSE, Socket.IO, LiveKit, WebRTC, Crisp)

Expert en croissance product-led avancé (freemium, in-app messaging, activation, expansion revenue, metrics)

Onboarding specialist — First-run experience, tooltip tours, activation metrics, aha moment