What I can offer
Roles, services, and ways to work together.
I build the model and I own the delivery: data science and PMP®-certified project management, in one person. Here's what that covers in practice.
I build the model and I own the delivery: data science and PMP®-certified project management, in one person. Here's what that covers in practice.
Own a data initiative end to end: scoping, planning, stakeholders, and delivery, with PMP® rigor.
Frame the question, build the model, validate it against the metric that actually matters.
From generative AI to under-served Arabic NLP, including an open multilingual NER model on Hugging Face.
Portfolio-level governance: standards, reporting cadence, and steering committees that keep projects aligned to strategy.
Turn a fuzzy need into a scoped roadmap, with prioritization and requirements that lead to something that ships.
Sit with the team day to day: backlog, priorities, and acceptance criteria that keep delivery moving.
Speak both languages, coordinating engineers and decision-makers so nothing gets lost.
Each card is a way I can help. Combine a few into a full end-to-end engagement.
Replace scattered spreadsheets with one real-time platform your whole organization trusts.
Forecasting, classification, and prediction built to answer a real business question.
Entity extraction and text intelligence across Arabic, French and English, including document and PII fields.
Scraping, ETL, and workflow automation so reports and models never run on stale data.
Decision-ready Tableau/Power BI dashboards that leaders actually open and use.
Scoping, planning, risk, budget, stakeholder and change management, plus negotiation when it counts.
Hands-on sessions for leadership teams: translating technical depth into decisions executives can act on. Delivered in Arabic, French, or English.
PMP®-grounded delivery: scoping, planning, risk, stakeholders.
Turning strategy into measurable axes, projects, and KPIs.
Human-centered problem framing and rapid ideation.
From raw data to dashboards leaders actually use to decide.
How AI and search/optimization solve real business problems.
From classic data mining to modern ML and agentic systems.
Rigorous methods for studies, analysis, and evidence.
Tailored sessions built around your organization's challenge.
As a data project manager, data scientist, or ML engineer on your team.
A scoped engagement with a clear deliverable, run to PMP® standards.
Shorter engagements: data strategy, review, or a second opinion.
I'll give you a direct read on the best way to get there, and whether I'm the right fit for it.
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