I build systems that hold under pressure — distributed backends, cloud-native infrastructure, and the automation layers that tie them together.
Computer Science graduate (Tec de Monterrey, honors, 94/100) with 4+ years of production experience across backend engineering, cloud-native infrastructure, and AI systems. I've shipped across the full stack — from Kubernetes-orchestrated deployments and CI/CD pipelines to smart contracts, computer vision models, and microservice architectures on GCP and AWS.
I'm at my best in technically demanding environments where ownership is real and complexity is a given.
| Area | Technologies |
|---|---|
| Languages | Go, TypeScript, Python, Solidity, Kotlin, Java |
| Infrastructure | Kubernetes, Docker, Terraform, Istio, CI/CD (GCP · AWS) |
| Backend & Data | gRPC, Ent, Node.js, Express, Flask, MySQL, MongoDB, CouchDB |
| AI & Vision | TensorFlow, OpenCV, YOLOv7, RESNET, NLP, Unity (Synthetic Data) |
| Environment | Manjaro Linux · Sway WM |
End-to-end ownership of Web3 infrastructure: smart contract design, Kubernetes-based blockchain orchestration, CI/CD pipelines, DNS, ingress, monitoring, and multi-cloud provisioning.
- 27% TPS increase by migrating from bare-metal to Kubernetes architecture
- Custom deployment scripts for automated blockchain network provisioning across clouds
- Secure smart contracts with IP-based restrictions, RBAC, and ABAC access control
- Full QA ownership: unit, integration, and stress testing from infrastructure to contract layer
Enterprise support for a US-based cybersecurity company building a SOAR platform on Kubernetes microservices. Full-stack troubleshooting from network layer to application layer.
Built an AI model training pipeline for automated product detection inside refrigerators using synthetically generated training data (Unity). Achieved 100% cost reduction on manual labeling with full scalability.
TensorFlow · YOLOv7 · Unity · Python · React · Docker · AWS
Led a team of 12 in building ROV vision and control software.
- 5th place worldwide at MATE ROV World Competition 2022
- 2nd place worldwide in the Ocean Exploration Video Challenge with a marine species recognition model
- Migrated monolithic architecture to browser-controlled microservices
OpenCV · Python · WebSockets · Flask · RESNET · SASS · MAVLink
Commercial platform managing food distribution and beneficiaries for the Mexican Food Bank. Reduced manual operational work by 100+ hours/week.
React · Express · MySQL · Node.js · AWS
Print-on-demand platform engineered for the developer community. Full-stack ownership: storefront, fulfillment pipeline, and ops.
High-speed automated backend generator using ent and Cloud Run. Designed to eliminate boilerplate in service scaffolding.
System for sending HTML-templated campaigns with NLP-based sentiment analysis of responses to measure engagement and ad approval.
Go · gRPC · Docker · SMTP/IMAP · Google Cloud
Production-grade deployment: autoscaling, load balancing, CI/CD on GCP, monitoring.
Kubernetes · Go · gRPC · GCP · MySQL · React · Docker
Pre-processing pipeline for large unstructured datasets used in supervised learning models for industrial incident prediction.
Python · TensorFlow · NLP · Word Embeddings · pandas
- Systems should degrade gracefully, not catastrophically
- Automation is only valuable if it's observable and recoverable
- The best infrastructure is the infrastructure engineers don't have to think about
B.S. Computer Science and Technology — Tecnológico de Monterrey (2019–2023) Graduated with honors · Grade: 94/100
- MongoDB Basics (M001) — Certified
- Scrum Fundamentals Certified (SFC™)