[SOFTWARE ENGINEER]

BUILDING
AI SYSTEMS
THAT SCALE

AI Infrastructure · GPU Optimization · ML Pipelines
6+
YEARS EXPERIENCE
3
YEARS OF STUDY
2
AI SYSTEMS SHIPPED
[01]

WHO

Software Engineer specialized in AI systems, building self-hosted infrastructure, scalable backend/frontend applications, and production-ready machine learning pipelines. I focus on creating systems that operate independently, avoid vendor lock-in, and maintain full data control.

My expertise covers the full lifecycle: from GPU-optimized model deployment and high-performance APIs to CI/CD pipelines, monitoring, and automated testing. I design systems with reliability, scalability, and quality at the core, integrating strong QA practices across every layer.

Projects like Kurai-Transcribe and KuraiMusik reflect this approach—AI systems running 24/7 with zero API costs, optimized performance, and production-grade stability, combining advanced AI capabilities with solid engineering and automation.

Self-hosted AI: Zero API costs, complete data sovereignty, full control
GPU optimization: CUDA, memory management, performance tuning for AI workloads
Production systems: CI/CD, monitoring, and scalable deployments
[02]

EXPERIENCE

SDET

SYSESA (GyT Continental) Mar 2026 – Present
  • Design and execute automated test cases with Selenium and Java, safeguarding quality and performance across 24/7 production banking systems
  • Build CI/CD pipelines on GitLab and Azure DevOps, partnering with developers, PMs, and stakeholders to ship reliable releases

Software Engineer Assistant

Zigi App Sep 2025 – Mar 2026
  • Coordinated cross-team technical initiatives in a fintech environment, supporting architecture and deployment decisions
  • Automated operational processes and centralized technical documentation, reducing manual work and improving response times

Software Engineer

Allied Global Technology Services Oct 2024 – Sep 2025
  • Implemented secure authentication flows for production fintech applications serving end users
  • Integrated RESTful APIs and third-party SDKs, optimizing performance and reducing API latency

Support Engineer

Red Chapina Mar 2024 – Oct 2024
  • Resolved Linux server issues and managed deployments and infrastructure on AWS EC2
  • Administered access controls and led root-cause analysis using monitoring tools to ensure stability and availability

Full-Stack Engineer

Tubagua, S.A. Sep 2023 – Mar 2024
  • Refactored ERP modules (PHP/JavaScript) for maintainability and scalability, optimizing server and database performance

Full-Stack Engineer

Página Web Guatemala May 2023 – Aug 2023
  • Built responsive websites from scratch — no page builders or templates — using HTML5, CSS3, JavaScript, jQuery, and Bootstrap 5
  • Extended functionality with PHP and MySQL, and customized the WordPress core for client-specific solutions

IT Systems Analyst

DISMAFER Sep 2020 – Apr 2023
  • Provided remote technical support and infrastructure monitoring, administering ERP systems and internal web platforms
  • Maintained network infrastructure and server environments, leading technology improvement projects across multiple departments
[03]

WORK

[01]

Kurai-Transcribe

2026

Production-grade self-hosted transcription API processing millions of minutes monthly. Custom vocabulary injection, named entity recognition with SpaCy, automatic punctuation restoration. Advanced GPU memory management with semaphore-based VRAM allocation prevents OOM errors. Voice activity detection + Pyannote speaker diarization. Real-time monitoring dashboard with Prometheus metrics.

Faster-WhisperFastAPISpaCyCTranslate2PyannotePrometheus
[02]

KuraiMusik

2026

Autonomous content generation system running 24/7 with zero human intervention. Dynamic content buffer system powered by advanced generative AI. Circuit breaker patterns ensure fault tolerance and reliability. Intelligent content orchestration with real-time metadata management and automated scheduling.

FastAPICeleryRedisACE-StepPostgreSQL
[04]

STACK

Frontend

  • Astro
  • TypeScript
  • JavaScript
  • Three.js
  • GSAP
  • Responsive Design

Testing & QA

  • Selenium
  • Java
  • API Testing
  • CI/CD
  • Test Automation

Backend & Infrastructure

  • Python
  • FastAPI
  • Docker
  • Kubernetes
  • PostgreSQL
  • Redis

AI/ML Stack

  • PyTorch
  • CUDA
  • TensorRT
  • MLflow
  • Prometheus
[05]

EDUCATION

Technical Degree in Software Development

Universidad Galileo 2023 – 2025 · Coursework Completed
[06]

CONTACT

Available for AI infrastructure consulting and development projects.

Specializing in self-hosted AI systems, MLOps platforms, and production ML infrastructure.

Let's build AI systems that actually work at scale.