Freelancer profile translated to English.
Back to original languageAbout Vincent
VINCENT LETORT
### AI Architect • Agentic Systems • AutomationAI architect and entrepreneur specializing in the design of multi-agent systems, intelligent automations, and LLM-based applications. I help businesses transform complex processes into reliable, measurable, and deployable AI solutions.
Expertise:
• Agentic AI & Multi-Agent Systems
• OpenAI, Claude, Mistral, Gemini
• Python, Flask, PostgreSQL, Docker
• APIs, CRM, automation
• Scraping and document processing
• Cloud deployment (GitHub, Vercel, Render)
Design and development of AI products for SMEs, freelancers, and organizations.
MyBetty
Platform of professional chatbots specialized by profession. Automatic prospect qualification, customer relations, CRM integration, and automated lead transmission. Deployment of demonstrators for the US and Indian markets.
Bootstrap.app
Autonomous platform for generating business ideas and creating applications. Opportunity analysis, concept selection, strategic report generation, and automated production of deployment-ready web applications.
Arena / Solochestra
Multi-agent architecture enabling multiple specialized AIs to collaborate, supervise each other, and execute complex workflows. Designed for business process automation, analysis, and assisted decision-making.
Achievements
• Deployment of professional chatbots.
• Automation of administrative and commercial processes.
• Automated lead qualification and management.
• Extraction and processing of data from PDF documents.
• Integration of AI tools into professional environments.
Goal: build AI systems capable of providing immediate operational gain while remaining scalable and industrializable.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- STEPSData Flow AutomationJune 2025 - July 2025 (1 month)Le Mans, France📂 Latest project delivered:Complete automation of invoice processing via email: extraction of net/gross amounts, VAT calculation, identification of the sender, saving the PDF to a local folder, and sending structured data to a Google Sheet — all automatically triggered with each new email.
- Immobilière MonacoCreation of a Lead Generation BotJune 2025 - July 2025 (1 month)Lead Generation Bot – Monaco Real Estate Agency📌 ContextA high-end real estate agency based in Lausanne wanted to increase its portfolio of foreign buyers while filtering out irrelevant inquiries. They lacked the time for manual prospecting, and the marketing team had neither the resources nor the technical expertise to automate the process.🎯 Mission ObjectivesAutomatically identify new leads (owners, investors, property hunters) corresponding to their premium segment.Eliminate sites that already have a chatbot to target prospects not yet equipped.Extract and validate email addresses and contact details.Send a personalized, multilingual (FR/EN/DE) prospecting email with open and reply tracking.Report daily results (leads, email status, replies) in Google Sheets + a summary HTML page.🔧 Solution ImplementedComponentDescriptionScrapingGoogle Programmable Search Engine (CSE) API: targeted queries "sell villa switzerland", "luxury real estate Switzerland", etc.📈 Results in numbers (4 weeks)1,200 sites scanned / 280 qualified leadsEmail open rate: 48% • Reply rate: 17%6 commercial appointments obtained, 2 mandates signed (ROI > 7x in 30 days)👤 Role & ResponsibilitiesNeeds analysis + KPI definitionTechnical architecture & Python developmentMake integration + end-to-end tests💬 Client Testimonial"In two weeks, Vincent delivered a turnkey tool that generates qualified leads for us effortlessly. We have already signed two new mandates thanks to his bot." – Marketing Manager, Agency.🗝️ Strengths100% no-code for the end-userMultilingual FR/EN/DE, adapted to the Swiss marketOperational cost < €5/month (CSE API + SMTP)
- Spectra MediaInnovationOrchestra LaunchMay 2025 - Today (1 year and 3 months)Pre-production of Orchestra Solopreneur, a commercial management platform. Business entirely generated by AI.
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Education
- Master VASUniversity of Maine2013