Freelancer profile translated to English.
Back to original languageAbout Saad
Senior AI and Product Consultant — I help companies design, evaluate, and deploy GenAI solutions that create real value.
7 years of experience across large corporations (BNP Paribas, Groupe BPCE, Bouygues Telecom) and startups (founder of Diskyver, B2B SaaS in VoIP cybersecurity). I work on both product strategy and technical architecture — allowing me to bridge the gap between business teams, AI factories, and engineering teams.
What I do specifically:
• Design and evaluation of GenAI use cases in production (RAG, classification, automatic summarization, agents)
• Definition of AI evaluation frameworks: metrics, benchmarks, governance, responsible deployment
• Product Ownership for complex enterprise platforms (crypto-assets, GCP cloud, event-driven architectures)
• Facilitation of executive workshops to identify and prioritize high-impact AI use cases
Builder mindset: I also build my own AI products in parallel (Hackit — AI collaborative workspace) with GitHub Copilot and Codex. What I advise, I can ship.
Sectors: banking & fintech, telecom, retail, cybersecurity, contact center.
Availability: remote-friendly · Caen & Paris · Long or short missions depending on the context.
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Remote only
Primarily works remotely
Experience
- BNP ParibasAI Factory | AI Transformation ConsultantBANKING AND INSURANCESeptember 2025 - Today (11 months)Paris, France
- Design and evaluation of GenAI use cases in production (classification, automatic summarization, RAG) on large-scale unstructured document corpora.
- Definition of the AI evaluation framework: performance metrics, benchmarks, governance, and responsible deployment principles.
- Facilitation of executive and technical workshops to identify and prioritize high-impact business use cases.
- Strategic bridging role between business teams, the AI Factory, and engineering teams.
- BPCE SAProduct OwnerBANKING AND INSURANCEJanuary 2024 - September 2025 (1 year and 8 months)Paris, France
- Technical and functional Product Owner for a regulated crypto-asset trading platform (Groupe BPCE / Hexarq) — SAFe environment, developed from scratch on GCP.
- Design of the complete IAM architecture: Keycloak, role and permission matrices, user lifecycle management (onboarding, revocation).
- Design and validation of real-time event-driven flows (Pub/Sub, topics, schemas, subscriptions).
- Data architecture for monitoring client activity and producing regulatory KPIs.
- Management of secret management strategy: access policies, key isolation, rotation.
- Coordination of engineering teams on business priorities and compliance constraints.
Stack: GCP (Pub/Sub, AlloyDB, GKE), Keycloak, Java backend, SAFe - CourirPIM Project ManagerSPORTSMarch 2023 - September 2023 (6 months)Paris, France
- Diagnosis of product information centralization and optimization across the enterprise.
- Collaboration with business units to define needs and align processes with strategic objectives.
- Implementation of data enrichment processes to improve quality and integrity.
- Audit of tools and processes, with recommendations to optimize efficiency and reduce risks.
- Support in sourcing and drafting the RFP for PIM solution selection.
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Education
- Master of ScienceEDHEC Business School2020Master of Science - MS, Business Management
- Engineering Degree, Telecommunications EngineeringEcole nationale supérieure d'Electronique, Informatique et de Radiocommunications de Bordeaux2019Diplôme d'ingénieur, Ingénierie des télécommunications