Octavio Esquivel

 am a software engineer with 14+ years of professional experience designing, developing, and deploying scalable applications across diverse industries. My expertise spans Java (Spring Boot, JPA, Reactor), Python (AI/ML, automation, data processing), and Node.js for backend services, combined with proficiency in cloud platforms such as GCP, AWS, and OpenShift.

I have led and implemented projects involving microservices architecture, real-time data processing, REST/GraphQL APIs, message brokers (AMQ, Kafka), and CI/CD pipelines using GitLab and Bitbucket. My AI/ML work includes kernelized transformers, deep learning models with TensorFlow/PyTorch, and data engineering pipelines optimized for large-scale processing.

I also specialize in test automation frameworks, regression test orchestration, and integrating AI-driven test case generation into enterprise environments. My work often involves database optimization, caching strategies, and performance tuning for high-traffic applications.

I am passionate about innovation, clean architecture, and performance optimization. I thrive in collaborative environments and excel at translating complex business needs into robust, maintainable, and future-proof technical solutions.

Key achievements:

• Designed a cloud-native payment service migration from property files to API-driven caching.
• Built AI-driven automated regression testing agents for frontend and backend validation.
• Developed high-performance data pipelines capable of handling multi-GB datasets in real time.
• Integrated advanced monitoring and alerting systems to minimize downtime and accelerate troubleshooting.

Whether working on enterprise-grade backend systems, AI research, or cloud deployments, I bring a mix of technical expertise, problem-solving skills, and a commitment to quality that ensures success in every project.

Languages:

• Spanish (Native)
• English (Fluent)

Skills:

Java, Spring Boot, JPA, Reactor, Python, TensorFlow, PyTorch, Node.js, React, REST APIs, GraphQL, GCP, AWS, OpenShift, Docker, Kubernetes, GitLab CI/CD, Bitbucket, MySQL, PostgreSQL, MongoDB, AMQ, Kafka, Microservices, Test Automation, AI/ML, NLP, Kernelized Transformers, Data Engineering, API Integration, Performance Optimization, Caching Strategies, Regression Testing, Cloud Architecture.