Senior AI, Backend & Automation Engineer
Truper | Mar 2026 - Present
- Developing and optimizing proprietary RAG systems and multi-agent workflows, focusing on efficient embedding generation, advanced chunking strategies, and semantic caching.
- Integrating AI agent networks with core enterprise infrastructure (databases, ERP/CRM systems) using message queues (RabbitMQ) and Event-Driven Architectures (EDA).
- Implementing performance tuning strategies to minimize inferencing latency/costs, mitigate model hallucinations, and configure production monitoring and logging.
- Creating exploratory PoCs, rapid prototyping (notebooks), and implementing clean, production-grade code for AI deployment.
Head of Technology & Digital Transformation
RENOS H&S | Sept 2022 - Mar 2026
- Led digital transformation of a legacy manual workflow into a proprietary SaaS ecosystem, reducing administrative overhead by 90%.
- Architected and deployed a transactional ERP system with Next.js 14 and Prisma ORM. Implemented Transaction Hardening (ACID) to guarantee zero data duplication.
- Developed normative firewall algorithms in Python to block sales violating federal regulations (SEDENA).
- Designed internal AI agents for automated document retrieval and intent parsing.
Electronics Lead
GENESIS (University Rover Challenge) | Nov 2022 - Aug 2024
Led the electronics subsystem design and testing for an international aerospace robotics competition within Mexico's largest student-led organization.
> ACADEMIC BACKGROUND
Bachelor of Engineering (B.Eng.)
Communications and Electronics Engineering
ESIME, Instituto Politécnico Nacional (IPN)
Specialization in Electronics
Technical Degree
Telecommunications Technician
CECyT 11 "Wilfrido Massieu", IPN
> CERTIFICATIONS
Platzi Certifications
- JavaScript, Python, SQL
- PIC Microcontrollers
- Advanced Networks & Cybersecurity
- Electronics Recommendations
Amateur Radio Operator
Certificate granted by AREY.
Shooting Sports Safety
Certificate granted by ANITAC's instructor.