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Agentic AI Projects

This repository contains a collection of agentic AI projects exploring how large language models LLMs can interact with tools, data, and users in structured, goal-oriented workflows.

The focus is on building practical systems that combine:

  • LLM reasoning
  • Tool usage (APIs, notifications, etc.)
  • Real-world interaction (user interfaces, automation)

📁 Repository Structure

Each project lives in its own folder and includes a dedicated README with:

  • Project overview
  • Setup instructions (if specific)
  • Usage examples
agenticAI/
├── project_1/
│   └── README.md
├── project_2/
│   └── README.md
└── ...

🚀 Projects

🔹 Interactive Resume Agent

An agentic AI assistant that represents me in a conversational setting.
It can answer questions about my background, research, projects, and career journey through a Gradio interface.

The system combines:

  • Structured personal knowledge (CV, resume, projects)
  • Tool usage (e.g., push notifications when unsure)
  • Conversational reasoning

👉 In short: it’s a chatbot that can speak on my behalf.

Give it a try 👇
🔗 https://huggingface.co/spaces/elcapizevaz13/career_conversation 👉 Learn more and run it locally: interactive_resume/README.md
Deployment instructions are also included there.---

🔹 Resume Creator

architectureAI This project implements a multi-agent AI architecture for automatically improving and rewriting resumes for candidates targeting roles in Data Science and AI Engineering.

It uses a hierarchical system of agents: an Advisor Manager that synthesizes expert feedback from multiple AI tools, and a Writer Agent that produces a final polished resume.

🔹 Piano Practice Log

image

This project turns unstructured piano practice notes into structured, queryable data using an agent-based pipeline.

Instead of forcing rigid input during practice, I keep natural, free-form notes and use AI agents to parse, normalize, and store them automatically.

(More projects will be added here over time.)

⚙️ Setup

To run any of the projects in this repository, follow the general setup guide:

👉 See SETUP.md

Each project may also include additional setup instructions specific to its tools or dependencies.

🎯 Goals

This repository is an ongoing effort to:

  • Explore agentic workflows
  • Build modular, reusable AI systems
  • Demonstrate practical applications of LLMs beyond simple prompting

🚧 Status

This is an active, evolving repository. New projects and improvements will be added regularly.

🤝 Notes

Some projects may:

  • Require API keys (stored securely using .env, see SETUP.md)
  • Use third-party tools or services
  • Include experimental features

Please refer to each project's README for details.