Miguel Angel Carmona Felipe

End-to-End AI Architect & Builder | Tech Lead | GenAI, R-Statistics & Complex Systems | Leading Teams & Strategy

"I don't just design the strategy, I build the complete solution and lead the team, cloud or on-premise."

I am a hybrid and highly specialized profile: an "End-to-End" AI Architect and Tech Lead. With a decade of experience, I bridge the gap between theoretical data science, rigorous statistical analysis, and production software.

My career includes the technical leadership of multidisciplinary teams of up to 20 people, ensuring not only code excellence but project success. My differential value is dual: I can build a complex MVP by myself ("One-Man Army") or scale and lead an entire data division.

What does "End-to-End" mean with me?

1. The Foundation (Data Engineering & Architecture):

I design ingestion, clean data, and structure efficient pipelines. Whether it's massive tabular data, complex graphs, or real-time video streams.

2. The Brain (Data Science & Statistical Rigor):

I combine the best of two worlds. I use R as the superior tool for deep statistical inference and critical exploratory analysis, and Python for deploying GenAI and Computer Vision models. I select the optimal tool, not the trendy one.

3. The Body (Software & Integration):

This is where many scientists fail and I excel. I integrate AI into the final product, whether it's a robust backend, a Python desktop application, Java, or Scala.

4. The Vision (Management & Strategy):

I bring the vision of a Tech Lead/Manager. I have managed teams of up to 20 engineers and data scientists, analyzing feasibility, ROI, and aligning technology with business objectives.

Technologies & Domains:

Analysis & Stats: R, Python, Julia.

Core Dev: Python, SQL/NoSQL, Docker.

AI Stack: PyTorch, TensorFlow, LangChain, Hugging Face.

Real-Time: Computer Vision, OCR.

Specialties: Tabular Data, Cybersecurity, Graphs.