Seven years, one throughline

DIGI4

Casablanca, Morocco

• Led full-lifecycle delivery of 7+ SaaS products (web & mobile) — client scoping, database schema design, stack selection (Angular, Node.js/NestJS, Flutter), through to production go-live.
• Ran squads of 5–7 developers through 2–3 week sprint cycles.
• Enforced a three-layer quality process — architecture review, code review, OWASP security audit — achieving zero critical production incidents across the majority of go-lives.
• Pioneered an AI-assisted documentation workflow (Claude AI + Gemini), cutting spec-writing time by roughly 40%.

Werin Group Maroc

Casablanca (Remote) · Freelance mission, part-time

• Technical lead on an AI-augmented sourcing platform (CV extraction, job-to-candidate matching) built on top of Werin Group's Boond ATS, alongside his full-time role at Digi4.
• Trained a domain classifier on 5,617 real CVs (0.795 F1 score on the held-out test set) and a deterministic experience-extraction engine (3,254 CVs processed in 19.7 seconds).
• Replaced an initial local-LLM approach (Ollama/Qwen2.5-3B), unreliable under load, with a faster, fully reproducible deterministic engine.
• Ongoing part-time engagement, working alongside a team of developers.

Werin Group Maroc

Casablanca (Remote) · Freelance mission

• Ran the full Scrum lifecycle for 2 parallel squads on Opo, a SaaS medical practice management platform — with team velocity up 25% within 3 months (measured from sprint velocity).
• Coordinated cross-team dependencies through a weekly Scrum of Scrums.
• Achieved zero critical production incidents through rigorous UAT gates.
• Owned the technical architecture across an Angular/Next.js frontend, NestJS backend and Flutter mobile app.

Freelance

Casablanca · Concurrent, ~5 premium clients

• Architected and co-built an on-demand SaaS storage platform for an international North American client — in a year that saw 30% sales growth for the client (figure from the client's analytics).
• Advised clients on modular architecture and stack selection, from initial requirements through to technical specification.
• Ran a full technical SEO audit for an e-commerce client, followed by a 15% increase in organic traffic (client's analytics).

DIGI4

Casablanca, Morocco

• Conducted security audits of production servers and web applications, delivering remediation reports.
• Hardened Linux production environments — access control, firewall rules, server configuration standards.
• Monitored and maintained high-availability infrastructure across VPS and dedicated servers.

B2E

Casablanca

• Implemented network access control solutions to strengthen enterprise connection security, as part of an academic internship.