01 — AURORA ELECTRO SUPPORT AGENT
A support agent that answers from company docs and looks up orders with tools, running on local models.
Watch demo ↗[ 00 — AI DEVELOPER ]
I build AI systems that talk, reason and ship.
Agentic AI, RAG and voice automation — designed, containerized and deployed on AWS and Azure. Microsoft Certified AI Developer.
[ 01 — ABOUT ]
I care about the details that turn a working demo into a reliable product.
I'm an AI Developer who builds conversational and agentic systems end to end: voicebots that handle outbound calls, RAG assistants on WhatsApp, local-model pipelines for sensitive data, and the FastAPI services, Docker images and CI/CD that keep them running. I hold the Microsoft Azure AI Apps and Agents Developer Associate (AI-103) certification, and I also ship full-stack apps with .NET and SQL Server.
- Specialty
- Agentic & Conversational AI
- Core stack
- Python · FastAPI · Docker · AWS Bedrock · Azure AI
- Also
- C# · .NET MVC · SQL Server · PostgreSQL
- Location
- México
- Languages
- Spanish (native) · English (advanced, TOEFL 93)
- Availability
- Open to opportunities
[ 02 — SELECTED WORK ]
Selected work
[ 03 — EXPERIENCE ]
What I bring to the table
- 01
Agentic & conversational AI
Voicebots, RAG chatbots and autonomous agents on AWS Bedrock, Azure AI, Claude Code and local models.
- 02
Backend & APIs
FastAPI services, PostgreSQL and Supabase vector stores, orchestration with n8n.
- 03
Cloud & delivery
Docker on AWS ECS and VPS, GitHub Actions CI/CD, controlled environments for sensitive data.
- 04
Collaboration
Research with the University of Toronto, workshops with Microsoft staff, international teams.
-
JAN 2025 — PRESENT
AI Developer · GRESCOCE
- Built voicebots (Python, AWS Bedrock, Amazon Polly, FastAPI) to automate outbound calls and debt collection.
- Shipped RAG chatbots on WhatsApp with n8n, embeddings and Supabase vector DB to scale customer service.
- Created an audio pipeline: local transcription plus LLM analysis on AWS, served via FastAPI.
- Deployed a local AI model with Docker and PostgreSQL for sensitive-data workflows.
- Containerized and released bots and APIs on AWS ECS and VPS with GitHub Actions; built agents and skills with Claude Code and OpenCode.
-
OCT 2024 — PRESENT
Research Member · PREVENT Laboratory, University of Toronto
- Backend engineering and AI orchestration for a medical chatbot for diabetes prevention (FastAPI).
- PostgreSQL design and contributions to a health data extraction platform architecture.
-
JUN 2024 — SEP 2025
Student Ambassador · Microsoft Learn Student Ambassadors
- Built Azure Functions and Azure AI projects for image analysis, object detection and automation.
- Imagine Cup 2025 team member; delivered technical workshops at universities.
CERTIFICATIONS
- Azure AI Apps & Agents Developer (AI-103)
- Azure Fundamentals (AZ-900)
- Claude Code 101
- Intro to Model Context Protocol
- MCP: Advanced Topics
- Deep Learning with PyTorch
- Generative AI — Microsoft
EDUCATION
- B.S. Computer Systems EngineeringVirtual University of the State of Guanajuato · 2021–2025 · GPA 96/100
- AWS Solutions ArchitectureSmartData · 2025–2026
[ 04 — CONTACT ]
Let's build something meaningful.
I'm looking for AI engineering roles where I can build and ship conversational and agentic products. Say hello.