Role: Lead Product Architect & AI Engineer
Summary: I architected and built Highstory.ai (http://Highstory.ai) from the ground up—a fully autonomous AI marketing agency in a SaaS format.
What I built:
The "Magic" UX: Designed a frictionless user experience where the user simply inputs a URL, and the system automatically generates a complete, multi-channel marketing strategy.
Complex AI Orchestration (Backend): Engineered a highly complex backend architecture integrating multi-provider APIs to power a swarm of ~20 specialized AI agents. These agents communicate and collaborate in real-time, replicating the workflow of a real-world marketing agency (Strategist, Copywriter, Video Editor, Data Analyst).
Full-Stack Feature Delivery: * Built an "Autopilot" mode for 100% autonomous account growth.
Engineered multi-format content generation: AI-generated text, carousels, and video posts.
Developed a hybrid dashboard allowing users to seamlessly switch between AI generation and manual post drafting.
Integrated real-time analytics to track strategy performance.
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Role: Lead Product Architect
What I built:
I developed GEO Shaper, a high-end "Generative Engine Optimization" platform that allows brands to monitor, analyze, and influence how they are perceived by AI Search Engines and LLMs. It’s the next evolution of SEO for the AI era.
The Command Center: Built a real-time intelligence dashboard tracking brand dominance and "Global AI Presence Scores" across 14+ major LLMs (Gemini, ChatGPT, Claude, Perplexity, etc.).
Live AI Intercepts: Engineered a "listening" system that captures and analyzes real-time LLM outputs, extracting sources and sentiment with high confidence (85%+).
Deep AEO Optimizer & Graph Booster: Developed tools to inject brand authority into AI knowledge graphs, ensuring the brand becomes the "preferred source" for high-intent queries.
Prompt Engine & Intent Analytics: Built a module to identify "Top Converting Prompts"—the exact queries driving AI referral traffic—and optimize for them specifically.
Sentiment Shield & Reputation Management: Integrated a system to monitor and neutralize negative AI hallucinations or bias against a brand in generative responses.
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Role: Lead AI Architect
What I built:
I engineered Jaeger, a next-generation B2B Growth OS designed to outperform traditional tools like Apollo or Lemlist by shifting from "static lists" to "live intent."
The "Sentinel" Engine: Developed a high-speed scanner that monitors LinkedIn, Reddit, and G2 in real-time to detect active buying signals and pain points using advanced "Intent-Based Dorking."
Autonomous Reasoning & Synthesis: Built a cognitive backend that doesn't just scrape data—it reasons. It analyzes a prospect's specific problem and synthesizes hyper-personalized assets (like custom SEO/UX audits) as a "Trojan Horse" for outreach.
Surgical Outreach (Sniper Phase): Engineered a 100% autonomous cold outreach pipeline that delivers personalized emails and LinkedIn DMs with a 25% average reply rate (10x industry benchmark).
Authority Building & Ghostwriting: Integrated a module that builds the user's LinkedIn authority through AI-driven content and engagement, ensuring the "Sniper" hits a warmed-up target.
Fintech Model (Pay-per-Lead): Architected the platform to support a performance-based billing system, where users only pay for hyper-qualified leads.
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Role: Lead Full-Stack Architect & Product Builder
What I built:
I developed a comprehensive marketplace and management ecosystem for the sports industry, bridging the gap between club owners and players.
Automated Content Engine: Engineered a sophisticated SEO machine that scrapes global sports news and trending topics to automatically generate full blog articles, including AI-generated imagery.
Club Management OS (Back-Office): Built a dedicated dashboard for club owners to manage their facilities, track bookings, and oversee their business operations.
Player Experience & Matchmaking: Developed a community-driven platform where players can organize matches, join games, chat and interact.
Fintech & Split Payments: Integrated a complex payment architecture allowing for "Split Payments," enabling players to share costs seamlessly while ensuring clubs receive automated payouts.
Data Scraping & Geolocation: Implemented a robust system to scrape, verify, and display thousands of sports clubs with real-time availability and mapping.
Full-stack dev building SaaS, e-commerce and AI automation
New to Contra
Full-stack dev building SaaS, e-commerce and AI automation
Athletikmoov: a website the team updates on its own
A personal training company in the Paris region. Coach and discipline pages in Sanity with a “hide this coach” switch, on-demand revalidation by webhook so changes go live in seconds, local SEO with structured data, and consent-based analytics.
Result: 13 months of support and new features.
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Spora: sports social network and marketplace
As co-founder and CTO, I built the whole platform: algorithmic and location-based feeds, activity and event booking with QR-code tickets, payments on behalf of sports clubs with Stripe Connect, and a club back office with more than 25 screens.
Result: a complete product, from front end to payments, in 122 commits.
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Le Ring des Bonnes Affaires: marketplace and directory
Classifieds and a directory for combat sports. Human-reviewed listings (4 categories, 25 subcategories, 12 disciplines), a map-based directory of clubs and providers across 41 trades, real-time messaging with read receipts, and a pro area on its own subdomain secured by row-level security, with one session shared across both apps.
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Red's Team: combat sports club website with paid sign-up
A combat sports club in Paris. A Turborepo monorepo with a shared design system: disciplines, coaches and schedule managed in Sanity, a sign-up funnel with Stripe payment, a Shopify store, Google reviews, and cookie consent that loads GA4, Clarity and Meta Pixel only when allowed.
Result: a free first class, then online sign-up, with a schedule the team updates without a developer.
I build AI agents that do real work for your business
New to Contra
I build AI agents that do real work for your business
Custom business software with built-in AI agents.
A family office app designed for artworks, replacing legacy software and spreadsheets: 10 modules, 5 permission roles, two-factor authentication, data migration, API-first so agents can plug in.
Also built: B2B prospecting agents feeding a sales newsletter, and a CRM where the agent drafts and the salesperson approves in one click.
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SEO and GEO: getting cited by Google and AI.
More and more people ask an AI assistant instead of searching.
I make sure your business shows up in those answers: I set up your website so AI tools can read it, publish helpful articles for you every week, and build your presence on the places AI tools quote, like Reddit and X.
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Back-office agent for business software with no API.
It runs Windows desktop software like a human clerk: receives EDI flows, dispatches them to case managers and prepares documents.
It also files email attachments into the right SharePoint case folders, following the firm's own rules.
The agent prepares, a human approves.
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AI sales and social media agents for a Paris law firm.
They reply to comments and DMs, publish content on X, Threads Reddit, Instagram, Facebook, Tiktok and LinkedIn, qualify inbound requests from the website and WhatsApp, and push leads into HubSpot with follow-ups.
Result in 28 days: 144 qualified leads, €70,000 in new business, 8,090 actions run by the agents.