Cloud Infrastructure Architect focused on AWS AI platforms, MLOps, and agentic systems
Cloud Infrastructure Architect focused on AWS AI platforms, MLOps, and agentic systems.
I build cloud-native infrastructure and workflows that help teams operate AI workloads reliably.
| 🏢 | Cloud Infrastructure Architect at TPS |
| 🎓 | MSc(c) Applied Artificial Intelligence - Icesi University |
| ☁️ | 6x AWS Certified | Solutions Architect Associate, ML Specialty, ML Engineer Associate, Developer Associate |
| 🎯 | Focus: AI Platform Engineering, MLOps/LLMOps, AgentOps, AWS, Kubernetes (EKS) |
| 🌍 | Creating bilingual content (EN/ES) about Cloud, MLOps & GenAI |
- Reduced resource provisioning time by 28% for AI/ML workloads using Terraform.
- Improved data retrieval efficiency by 25% through ML pipeline optimization.
- Improved deployment workflows through CI/CD automation and standardized IaC practices.
- Automated reporting and optimization workflows.
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AI platforms: repeatable model and agent delivery
Production operations: evaluation, observability, security, and cost awareness
Cloud foundations: AWS, Kubernetes, and infrastructure as code
| Project | What it does | Stack |
|---|---|---|
| genai-agents | GenAI agent platform demonstrating RAG, multi-provider models, input/output guardrails, prompt-injection defenses, PII redaction, quality evaluation, and per-request cost tracking. | FastAPI · LangGraph · Bedrock · OpenAI · Terraform · ECS Fargate |
| E2E-EKS-GitOps | End-to-end MLOps platform on EKS, connecting infrastructure as code, GitOps delivery, model serving, and observability. | Terraform · EKS · ArgoCD · KServe · MLflow · Prometheus · Grafana |
| apolo-11 | Telemetry simulation and monitoring system: generates mission events, streams them over a message broker, and surfaces them in TUI + web dashboards. | Python · FastAPI · RabbitMQ · Prometheus · Grafana · Kubernetes |
| CNNLngSe | Sign language (ASL) classifier with transfer learning, data augmentation, property-based testing and edge export. | TensorFlow · Keras · MobileNetV3 · Docker · TFLite |
Open to collaborations on MLOps, GenAI, and Cloud-native AI projects!
💬 Let's talk about: ML Pipelines • LLM Deployment • GPU Optimization • FinOps for AI