Helped build X‑Cloud — a unified AI gateway standardizing access to local and cloud LLMs (Ollama, OpenAI, Gemini) behind one API with real‑time streaming and usage metering. Designed a streaming‑first frontend architecture with Next.js 15 (App Router, RSC) for chat and text generation. Integrated Supabase Auth (SSR) and secure API key flows; contributed to client‑side RBAC patterns. Built usage/billing dashboards with unified token and credit metering across providers. Implemented provider adapters and a model catalog (availability checks, fallbacks, consistent request/response shapes). Collaborated with backend on FastAPI contracts and a WebSocket streaming protocol; added end‑to‑end validation with Zod. Contributed to Dockerized dev/prod workflows (Bun runtime) and CI‑ready containerization. Outcomes: one API for local and cloud LLMs with a consistent DX; reliable real‑time token streaming and transparent usage/billing; faster iteration via a standardized provider integration layer.

Designed strategic roadmap to promote data science knowledge across Morocco. Advocated for open data initiatives to support transparency and data-driven decision-making. Developed programs and partnerships to encourage PhD research in data-related fields. Led community engagement initiatives to foster collaboration among data science professionals.

Built machine learning models to analyze complex datasets with enhanced accuracy. Optimized algorithm performance through feature engineering and hyperparameter tuning. Implemented end-to-end ML pipelines for production deployment.

Conducted comprehensive data analysis to support digital branding strategies. Used Python and R for data exploration, cleaning, and statistical analysis. Created interactive visualizations and dashboards for stakeholder presentations.

Participated in development and execution of data-driven community projects. Assisted in project coordination and collaboration with team members. Contributed to impactful outcomes through data science initiatives.

Developed responsive web applications using TypeScript and Next.js. Integrated content management tools to improve user experience. Optimized website performance and implemented modern web standards.