- Executive Awareness & Training: Designed and conducted applied generative AI workshops for SME leaders, managers, and cross-functional teams.
- Applied R&D & Prototyping: Built verifiable proof-of-concepts (POCs) to automate internal document processing and administrative workflows.
- Public Speaking: Delivered tech conferences and panel discussions explaining pragmatic AI impacts on business models and customer relations.
- Web Acquisition Management: Monitored organic search engine optimization and digital ad campaigns for regional public portals.
Frédéric BOX
What I concretely deliver to organizations
- 1. Design and prototype AI tools (AI product builder): turn business pain points and acquisition opportunities into functional prototypes (POCs) using Python scripts, lightweight RAG architectures, local open-source models (Ollama), and workflow automations
- 2. Scale organic and paid acquisition: audit and optimize technical search engine optimization (SEO) and complex e-commerce catalog structures, adapting visibility for generative search engines (Google AI Overviews).
- 3. Upskill and educate without jargon: deliver territorial business conferences, lead practical workshops for SME executives, and teach applied AI methodologies to Bachelor-level higher education students.
Profile and approach
Hybrid profile at the crossroads of product engineering, search marketing, and lightweight code. Over twenty years in the digital ecosystem, beginning in 1999 in computer graphics and visual creation, then expanding from 2005 into e-commerce, web marketing, and search engine optimization. Shaped by the demoscene culture where creators learned to push hardware constraints to their limits. I approach applied artificial intelligence with the same rigor: exploring the underlying mechanics and prioritizing tangible business utility over market hype. While organizations frequently silo growth strategy from technical execution, my role is to bridge both worlds: building verifiable prototypes, maximizing search visibility, and empowering teams toward autonomous execution.
Core skills
Professional experience
- Semantic Restructuring: Re-architected catalog taxonomy and editorial clusters to maintain strong positioning within generative engine responses (Google AI Overviews).
- Crawl Audit & Cost Efficiency: Optimized search engine indexing for highly seasonal e-commerce catalogs exceeding 50,000 active SKUs.
- Applied AI Curriculum: Authored and delivered courses covering generative AI mechanics, rigorous prompt engineering, and no-code/Python automations for final-year students.
- Project Mentorship: Supervised student teams on practical business case studies and functional digital prototypes.
- SEO & SEA Audits: In-depth crawl audits, semantic optimization, and paid media campaign management focused on measurable ROI.
- Interim Product Advisory: Advised growing SMEs on digital transformation, internal tool selection, and technical vendor management.
- Professional Masterclasses: Conducted intensive vocational training programs on search marketing and digital growth.
- Media Budget Management: Managed multi-million euro annual digital ad budgets across Google Ads, shopping comparison engines, and affiliate channels.
- Team Leadership & Merchant Feeds: Led an internal team of web designers, content creators, and feed managers across European markets (France, Belgium, Switzerland).
- Conversion Rate Optimization: Executed systematic A/B testing on purchase funnels, increasing average order values and lowering bounce rates.
- SaaS Architecture & Conception: Designed and deployed an automated feed synchronization tool connecting online stores to major European marketplaces (eBay, Amazon, Kelkoo).
- Pan-European Rollout: Expanded and supported operations across 13 European countries with multi-currency and multilingual capabilities.
- Executive Management: Steered the complete product lifecycle from core coding and customer support to profitable operations.
- Full-Stack Development & Interface Design: Built database-driven websites, custom content management systems, and brand identities.
- Early Search Engine Optimization: Conducted pioneering algorithmic SEO experiments during Google's foundational years.