"From data flows to embedded software: I merge generative AI and edge computing to create full-stack intelligent systems with real-world impact."
I am an AI Engineer specializing in taking intelligent systems from concept to software, including embedded systems. My work focuses on applied AI and advanced technology, combining generative AI (RAG/LangChain) with embedded software (C++/Firmware) and data automation (ETL/PySpark). I manage the entire technology stack, from the sensor interface to the cloud (AWS), to transform complex data flows into scalable and deployable solutions.
Beyond algorithms, I have a strong entrepreneurial drive and am passionate about experimenting with cutting-edge technologies. I occasionally lead AI workshops for international audiences and am a co-founder of Crazy Devs 8, where I merge AI-generated content with game development and 3D design.
My current stack aligns with modern AI and Data Engineering pipelines, combining GenAI, AWS Cloud, and Full-Stack development tools.
My projects focus on AI-driven automation, Generative AI, and cloud-based intelligent systems.
An advanced AI assistant combining multiple models (Mistral, Gemini, Phi) with an interactive 3D avatar built in Three.js.
Uses a Model–Context–Protocol (MCP) architecture for multi-agent collaboration and is designed for AWS deployment.
- Stack: Python, JavaScript, LangChain, Gemini API, Ollama Mistral, OpenAI Codex CLI, Flask, Three.js, AWS Lambda, API Gateway, S3
- Repository: MultiAgent-3DAssistant
A full-stack ERP platform designed for AI-enhanced business automation.
Currently hosted on Firebase, and ready for AWS deployment using EC2 (frontend), S3 (storage), DynamoDB (database), and Lambda (backend automation).
- Stack: TypeScript, Next.js, React, Tailwind CSS, Gemini API, GenKit, Firebase, AWS EC2, S3, DynamoDB, Lambda
- Repository: nextjs-erp-system
A predictive analytics platform for renewable energy forecasting using ML and DL models.
Designed for scalability with AWS SageMaker (model training), Redshift (data analysis), and S3 (storage).
- Stack: Python, TensorFlow, Keras, Scikit-learn, Pandas, Numpy, Seaborn, Matplotlib, Folium, AWS SageMaker, Redshift, S3
- Repository: Sustainable-Energy-Analysis-Platform
As Co-Founder & AI Developer at Crazy Devs 8, I combined creativity and AI, leading development in Unity and C#.
- Implemented adaptive enemy AI systems with dynamic behaviors.
- Modeled and animated assets in Blender, integrated with Unity Engine.
- Designed immersive gameplay loops and responsive UIs.
- Featured project: Peach City – Anti-MálagaJam18 (48-hour game jam).
A dedicated repository showcasing my experience as a Co-Founder and Game Developer, where I applied C# and Unity to create immersive and engaging experiences.
- Repository: PoeMadara/my-games
Linkedin: https://www.linkedin.com/in/carlosvergaragamez/
Email: carlos.poemadara@gmail.com