AI Engineer • DevOps Engineer • Cloud Specialist • Technical Instructor
I build intelligent systems that bridge Cloud Infrastructure, DevOps pipelines, LLM/AI agents, and Observability.
My work combines engineering, automation, and education — helping teams deploy reliable systems while also teaching others how to build them.
I currently work with DevOps, Cloud (AWS/GCP), LLM Agents, Infrastructure-as-Code, Observability, and applied Generative AI.
I also teach software development, cloud fundamentals, and AI at SENAI-SC and other institutions.
🔗 Portfolio / Resume Page: https://rc-ventura.vercel.app
🐙 GitHub: https://github.com/rc-ventura
👷 Linkedin: https://linkedin.com/in/dev-ventura
📖 Medium: https://medium.com/@rc-ventura
📄 Resume available upon request
Organized for clarity: Projects, AI/LLM, DevOps/Cloud, and Study/Forks.
Projects applying large language models, agentic workflows, and AI for education and real-world applications.
Legal educational assistant designed to explain citizen rights clearly using LLMs + retrieval + structured evaluation.
➡️ https://github.com/rc-ventura/educajus-br-ai
A multimodal conversational tutor for English learning, using LLMs for conversation and writing exercises.
➡️ https://github.com/rc-ventura/english-tutor-IA
Experimental agent pipeline and scoring workflow for structured evaluations.
➡️ https://github.com/rc-ventura/cli_agents_nemotron_pipeline_score
Complete notebook set with RAG, tools, agents, and ADK implementations.
➡️ https://github.com/rc-ventura/5-day-ai-agents-intensive-course-with-google
Your capstone project: automated grading using LLM agents, rubrics, self-improvement, and multimodal understanding.
STUDY-agent-starter-pack • STUDY-workshop-build-an-agent • STUDY-spec-kit •
STUDY-self_improving_coding_agent • STUDY-MEMENTO • FORK-SelfTestingGAT_LLM • FORK-llm-course • STUDY-GenerativeAIExamples
(These are learning and experimentation sources.)
Hands-on projects focused on automation, infrastructure, CI/CD pipelines, cloud deployments, and monitoring.
Currency converter (Java/Spring) with Jenkins pipeline, Docker, Kubernetes deployments, IaC with Terraform.
➡️ https://github.com/rc-ventura/currencyConverter-k8s-pipeline
Complete monitoring solution with dashboards, exporters, and alerting.
➡️ https://github.com/rc-ventura/observability-monitoring-promo-node-grafana
Infrastructure automation + observability of Go apps using Prometheus, Grafana, and Ansible.
➡️ https://github.com/rc-ventura/observability-monitoring-promo-grafana
Terraform modules to deploy WordPress infrastructure on AWS with CI/CD automation.
➡️ https://github.com/rc-ventura/aws-terraform-wordpress-ci-cd
Reusable Terraform templates for AWS environments.
➡️ https://github.com/rc-ventura/terraform-aws-environment
aws-ecs-deploy-web-app, gcloud-wordpress-gke-ci-cd_gitlab,
opencms-ec2-tomcat-nginx-deployment,
aws-cloudformation-website-monitoring,
airflow-terraform-aws,
gcp_deploy-minecraft-lambda-python
RESTful booking/accommodation system with a Python backend and React frontend.
➡️ https://github.com/rc-ventura/api-acomodacoes_app
Front-end streaming-like interface for movies and series.
➡️ https://github.com/rc-ventura/stream-flix-app
Python backend implementing clean architecture and well-structured services.
➡️ https://github.com/rc-ventura/exame-backend-dt-labs-2025
Full systems demonstrating scalable architecture and distributed services.
➡️ https://github.com/rc-ventura/e-commerce-java-react-fullstack-project
➡️ https://github.com/rc-ventura/microservices-delivery-java-spring-project
Used for learning, benchmarking, and experimenting with advanced tools.
Prefix rules:
STUDY-→ educational or workshop materialFORK-→ forks of important frameworks or research repos- (No prefix) → your original project
Examples:
STUDY-evidently, STUDY-agent-starter-pack, STUDY-spec-kit,
FORK-terminal-bench, FORK-SelfTestingGAT_LLM, FORK-llm-course
- LinkedIn: https://www.linkedin.com/in/dev-ventura
- Medium: https://medium.com/@r.c_ventura
- Email (primary): r.c_ventura@hotmail.com
- Email (secondary): r.c_ventura@gmail.com


