Vibe coder · Open to work
Jared
Vibe coder building with AI
I learn fast and ship real projects with Claude Code, n8n and Python: automations, AI agents and integrations that turn ideas into working tools. I'm looking for a first role at a startup or company where I can keep building and grow.
What I build
Each project solves a real problem with code and AI: API integrations, contextual AI agents, automated content generation, data pipelines.
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Resources & deep dives
A series of write-ups on LLMs, AI automation and real-world use cases — to understand what's actually changing and how to apply it.
Structured technical notes built from NotebookLM and hands-on practice.
Introduction to LLMs
How an LLM works: tokenization, vectorization, the attention mechanism, and an overview of the main models (GPT, Claude, Gemini). Which model to pick for which task.
Mastering Prompt Engineering
System prompt, zero-shot, few-shot, Chain-of-Thought, Tree of Thoughts, meta prompting. The full structure of an optimized prompt and advanced techniques applied to investing.
Mastering Context Engineering
RAG, long-term memory, and a look at NotebookLM — the most underrated tool for learning and summarizing any topic. AI-generated podcasts, videos and mind maps.
Introduction to automation
A look at n8n, local hosting, and first steps with nodes and triggers. Why AI automation is a game changer in 2026.
Introduction to World Models
The limits of LLMs on the road to AGI, Moravec's paradox, how World Models work (Vision / Memory / Controller), and an overview of available models: Marble, Genie 3, GAIA-A.
The Risks of AGI
Alignment risks, malicious use (bioweapons, state monopolies), and socio-economic risks: mass labor displacement, wealth concentration. Based on AI 2027 and Dario Amodei's essay.
n8n Project #1 — Market Newsletter from Telegram
A step-by-step tutorial to build a complete n8n workflow: scraping public Telegram channels via HTTP Request, HTML extraction, date filtering, aggregation, AI summarization, and automatic daily newsletter delivery by email.
The Benefits of AGI
A counterpoint to report #6: medical revolution (cancer, Alzheimer's, aging), an explosion of scientific research, economic abundance, and impact on democracy. Based on Dario Amodei's essay "Machines of Loving Grace".
The Model Context Protocol (MCP)
An introduction to AI agents and the Model Context Protocol: how MCP (the "USB-C of AI") solves the M×N problem of traditional integration, hands-on with n8n and Zapier MCP, and what it means for the internet of tomorrow.
Let's work together
I'm a vibe coder learning fast and looking for a first role at a startup or company — anything where I can build with code and AI: automations, AI agents, data pipelines, integrations, internal tools.
Hiring, or just want to chat about a project or an idea? Drop me a line.