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ketcx/README.md

Hi there! 👋

yourname = input("Enter your name: ")
print(f"Hello {yourname}! 👋 I'm Armin.")

AI Engineer | AI Architect | ML Systems Builder 🇩🇴

cover

👨‍💻 About Me

I'm Armando Medina (a.k.a. Armin Medx), an AI Engineer with over 15 years of experience designing and shipping production-grade AI infrastructure and software products end-to-end.

I specialize in LLM orchestration, RAG pipelines, Natural Language Processing (NLP), and building scalable Python backend systems. I enjoy turning real-world problems into data-driven solutions that create measurable business impact at scale.

Recently, I've been architecting ML-powered search systems (delivering millions of views and significant revenue lift for enterprise clients like Pinterest) and building production-ready agentic workflows and RAG QA systems using Claude API and OpenAI.

🛠 Core Skills & Technologies

AI / Generative AI / NLP

ChatGPT LangChain LlamaIndex PyTorch TensorFlow

  • LLMs (Claude, OpenAI), LangChain, LlamaIndex, RAG Pipelines, Vector DBs (Chroma), Multi-Agent Architectures, Prompt Engineering.

Backend & Engineering

Python FastAPI Django Docker

  • Python (8+ yrs), FastAPI, Flask, Django, REST & GraphQL APIs, Microservices, Supabase/PostGIS.

Cloud & DevOps

Azure AWS GitHub Actions

  • Azure (AI Engineer Certified), AWS, GCP, GitHub Actions (CI/CD pipelines), Observability & LLMOps.

🚀 What I'm up to

  • 🎓 Currently: Pursuing an M.S. in Data Science at Pontificia Universidad Católica de Chile.
  • 🌱 Exploring: Multi-step AI workflow orchestration and MCP server integrations.
  • 🤝 Open to: Collaborations on impactful AI projects and architectural challenges.
  • 💬 Ask me about: Scaling LLM deployments, Python backend architecture, RAG, and shipping robust AI products.

📫 Reach Me

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