Charaf Sardi

Leading the complete lifecycle of a critical railway communication embedded product, in continuous 24/7 operation.

▸ Product Leadership: Defining the roadmap, investment decisions, prioritizing evolutions based on business and operational needs.

▸ Governance: Technical committees, SQCDP reporting, multi-year maintenance plans, obsolescence management, and service continuity.

▸ Cross-functional Coordination: Managing interactions between engineering, procurement, operations, maintenance teams, suppliers, and industrial partners.

▸ Operator Relations: Qualifying field needs, prioritizing fixes, managing validation and deployment cycles.

▸ Technological Watch: Benchmarking embedded communication architectures, recommending medium/long-term product trajectory.

▸ Applied AI & Data: Designing Python pipelines for operational data analysis (Power BI reporting, ETL automation) to monitor field reliability and performance.

Context: Critical industrial environment · 24/7 operation · multi-stakeholder management · safety and service continuity constraints.

Anamès is a SaaS platform for narrative archiving using artificial intelligence: capturing stories through AI-guided interviews, semantic structuring of life stories, and multimodal output (text, audio, video).

▸ End-to-end Product Leadership: Design, architecture, tech stack choices, technical partnerships, market positioning, and strategy.

▸ Narrative Interview Framework: Designed based on academic research in psychology and a semantic retrieval engine on pgvector.

▸ AI Stack: LLMs (multi-provider), semantic RAG, conversational agents, voice cloning, video generation, n8n orchestration.

▸ Market Validation: User research with professionals (psychologists, coaches), iterations on the B2B angle.

▸ Technical Stack: TypeScript · Next.js · Supabase · pgvector · Vercel · Clerk · n8n · Python.

🌐 anames.fr