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the wiseduckdev

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AI & AUTOMATION

Full Stack Developer

THE WISE DUCK DEV

Welcome

I am a Full-Stack Developer specialized in AI Integration & Automation

Full-Stack JavaScript developer with over 2 years of hands-on experience integrating AI into real production systems and building automation that runs itself. I work primarily in Python and TypeScript against the OpenAI, Anthropic, xAI, and Perplexity APIs, and I ship the result end-to-end. Most teams today know they need to integrate AI to stay competitive — they just don't know where to start. I help them find where AI can genuinely create value inside their business, develop and implement the chosen solution all the way to production, and support its maintenance after launch.

Since March 2024, under my Wise Duck Dev brand, I've shipped projects ranging from creating an independent, fully automated AI-powered media outlet (X & Substack) to ArchMapper, a reverse-engineering pipeline tested on 10,000+ file codebases, and a platform of 800+ specialized GPTs for developers. My 17 years leading operations across industry and the restaurant sector, and a first-in-class Entrepreneurship certificate (with distinction) from HEC Montréal, mean I don't just integrate AI — I know where to integrate it. I think in systems and look for where AI delivers real value.

  • Certified Full-Stack JS Web & Web Mobile Developer
  • Model-agnostic across LLMs: OpenAI, Anthropic (Claude), xAI, Perplexity, and Google APIs in production
  • Python, TypeScript, Node.js, REST APIs, and modern AI SDKs for end-to-end product delivery
  • Expert in AI integration, automation, AI workflows, agentic systems, and prompt engineering
  • Creator of an 800+ custom GPTs platform for web, mobile, AI, and blockchain developers (explore here)
  • Disciplined engineering methodologies — TDD, SOLID, DRY, KISS, YAGNI — for tested, maintainable code that ships
  • Design and implementation of AI development standards — AGENTS.md, CLAUDE.md, and project conventions
  • 17+ years of operational leadership and management experience
  • Scientific and analytical background with a systems-thinking approach
  • Top graduate from HEC Montréal in Entrepreneurship and Business Creation

Experience

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Full Stack Developer & Builder of AI-Driven Platforms

With 2+ years of experience in full stack JavaScript development, I've built and deployed AI-powered ecosystems such as Wise Duck Dev GPTs (800+ GPTs), Evidence Media, Jean the Writer, and ArchMapper (tested on 10,000+ file codebases). I combine technical depth with product vision to ship tools that are fast, scalable, and useful.

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Systems Thinking, Automation & Product Consistency

I specialize in building systems that scale: automation pipelines, standardized frameworks, resilient AI workflows, and advanced Chain of Thought architectures that guide complex reasoning across AI-powered automations.

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Strategic Training, Remote Collaboration & Versatility

Graduated from O'clock (Full Stack JS) and HEC Montréal (Entrepreneurship, first-in-class with distinction), I bring a dual technical and strategic mindset. My 17+ years of operational leadership and remote-first training made me autonomous, adaptable, and fully operational in distributed teams and async environments.

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Obsessed With Learning, Experimentation and AI Innovation

From prompt engineering to API orchestration, I constantly refine my skills across Python, TypeScript, the major LLM SDKs, and AI automation. I actively monitor tech trends, test new tools, and turn experiments into production-ready workflows. My curiosity fuels everything I build.

Projects

Family Flow Project logo depicting a white house symbolizing the family

Family Flow

Family Flow is an intuitive web app that simplifies family coordination and communication. It centralizes events, reminders, and shared tasks, enabling every member to stay connected and actively involved in daily life — wherever they are. Designed for modern families, it brings structure, harmony, and clarity to household organization.

Family Flow Project main screenshot showing the family calendar and task management interface
The Wise Duck Dev GPTs Project logo depicting an audacious and bold rubber duck from profile with spiky hairs on the head

The Wise Duck Dev GPTs

Discover The Wise Duck Dev GPTs — the ultimate library for web, mobile, AI, blockchain, and game developers. This innovative platform features over 800 custom GPTs across 14 categories, designed to enhance skills, streamline workflows, and inspire innovation. Created with a philanthropic vision, it empowers developers to build faster, smarter, and better.

The Wise Duck Dev GPTs Project main screenshot showing the opening page of the website
Jean The Writer Project profile picture showing an old man writing a novel on a wooden table.

Jean The Writer

Jean The Writer automates comprehensive grammar and syntax correction for manuscripts up to 600 pages, then delivers in‑depth editorial reviews and actionable recommendations for every chapter. By combining AI‑driven proofreading with targeted structural feedback, it transforms raw drafts into polished, publication‑ready manuscripts—giving your work the best possible chance of success.

Jean The Writer Project main screenshot showing a manuscript being corrected.
The ArchMapper Project profile picture depicting the AI-driven architectural mapping branding

ArchMapper

ArchMapper is a fully automated, resumable, bottom-up reverse-engineering pipeline that turns any codebase into a structured architectural document, ready for human or LLM analysis. Powered by Claude Sonnet and Claude Opus, it produces a canonical architecture.json plus Markdown spec cards, validated against repositories of more than 10,000 files, MIT-licensed.

The ArchMapper Project main image showing the AI automation branding of the reverse-engineering pipeline
The Evidence Media Project logo depicting the name of the project in the middle of a blue and violet digital spiral

Evidence Media Project

Evidence Media is a fully autonomous, AI-powered independent news media operating on X and Substack. It covers 8 news categories daily, publishing multiple content formats on X and deep-dive articles, a free Daily Brief, and Notes on Substack. The entire system is orchestrated by automated workflows with self-healing infrastructure.

The Evidence Media Project main screenshot showing the Evidence Media Substack profile page

My Toolbox

By integrating AI and automation tools, I accelerate workflows and innovate with intelligent systems.

AI LLMs Used

ChatGPTClaudeGrokPerplexityMidjourney

Known APIs

OpenAI APIAnthropic APIxAI APIxAI SDKPerplexity APIGoogle APIX APIxdk (X SDK)LinkedIn API

Automation Platforms & Workflow Builders

MakePlatform OpenAIHugging FaceGitHub ActionsClaude CodeCopilotCodexCursor

Automation Libraries & Scripting Tools

SeleniumPlaywrightdreedependency-cruiserTweepycurl_cffiBeautifulSoup4Requests

Let's Connect

The Wise Duck Dev

Need AI integrated where it actually creates value?

Let’s collaborate and start building something meaningful together.

Professional picture of Yannick Le Guennec aka The Wise Duck Dev, AI Integration & Automation Specialist and Full-Stack JavaScript developer, in a tropical plant background