Designed and implemented GitOps deployment workflows using Jenkins and GitHub Actions for multi-architecture builds (ARM/Graviton and x86): automated build pipelines, Docker image vulnerability scanning, and ECR publishing — ensuring full artifact traceability and reliability in production on EKS. Container image security and hardening on Kubernetes (EKS): automated CVE scanning in pipeline, triage and Dockerfile remediation — ensuring secure deployments across Autodesk's cloud-native infrastructure on AWS. Infrastructure as code with Terraform: reusable modules for AWS, multi-tenant environment automation, remote state management, and automated validation pipelines — standardizing cloud-native infrastructure provisioning at scale. Kubernetes workload optimization for ARM architectures (AWS Graviton): multi-arch node group configuration, cache layer management, and build time reduction for compute-intensive workloads — improving platform performance and delivery lead times. 100% remote collaboration with global engineering teams: code reviews, technical documentation in English, delivery standard definition, and support for distributed squads across multiple time zones.

Designed multi-cloud DevOps architectures (GCP/AWS) for enterprise data platforms (Databricks Delta Sharing): private connectivity models, network segmentation, and RBAC/IAM controls — hands-on experience migrating workloads across cloud providers in production environments for the Credicorp–BCP financial ecosystem. GitOps deployment workflows with GitHub Actions: controlled deployments with dev/qa/prod environment promotion, automated security gates, and infrastructure validations — full change traceability across multiple engineering teams. Infrastructure as code with Terraform and Terragrunt: reusable modules for multi-tenant environments (VPCs, VPNs, KMS, Secret Manager, IAM) — remote state management with S3 and DynamoDB locking for distributed teams. DevSecOps implementation in regulated banking environments: SAST (SonarQube), SCA (Snyk), image signing (Cosign), admission policies (OPA/Kyverno), secrets management, and cloud hardening — security integrated into the pipeline without friction for development teams. End-to-end observability: metrics with Prometheus and Grafana, centralized logs with ELK Stack, automated alerting, SLO dashboards, and SIEM for security event correlation — full platform visibility in production. Advanced automation with Python and Bash: dynamic IP whitelisting for CI/CD runners, credential rotation, and Databricks resource provisioning (Unity Catalog, External Locations) — eliminating recurring operational tickets.

Password evaluation system using CNN+LSTM (Keras/TensorFlow) trained on 300,000 real-world samples; 85% accuracy. Deployed on GCP with full CI/CD pipeline, signed image, and integrated observability. Flask API with real-time classification and HIBP verification using k-anonymity SHA-1 for query privacy.

Designed and operated AWS infrastructure (EC2, EKS, ECS, Lambda, SQS, S3, RDS, IAM, VPC, CloudWatch, KMS) for real-time payment processing systems — high-availability fintech platform regulated by Peru's SBS financial authority. CI/CD pipeline automation with Bitbucket Pipelines and GitHub Actions, reducing operational errors by 40%; configuration management with Ansible across multiple hosts and environments. Container orchestration with Kubernetes (EKS) and Docker: deployments, auto-scaling, health checks, rolling updates, and automatic rollback for high-availability microservices in production. Infrastructure as code with Terraform and CloudFormation: IAM, security groups, NLB, VPC, and multi-environment resources — full infrastructure lifecycle management. Monitoring with CloudWatch, Prometheus, and Grafana: operational dashboards, automated alerting, log analysis, and cloud cost optimization (FinOps). PostgreSQL, MongoDB, and Data Lakes administration for transactional control and internal audit.

Developed RESTful APIs with Python/Django supporting 2,500+ monthly transactions; multi-threaded pipeline with 45% performance improvement. Kubernetes (AKS) deployment with CI/CD on Azure DevOps and SAST integration; PostgreSQL architecture design with 30% query speed improvement.