Architecting Enterprise
Cloud & AI Solutions
that Scale Globally.
Staff Software Engineer and AI Architect with over a decade of experience transforming complex system bottlenecks into highly scalable cloud engines. I specialize in modernizing software delivery processes, designing secure event-driven platforms, and guiding engineering squads to multiply their shipping velocity through the safe, structured adoption of production-grade AI.
AI-Tailored Pitch
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Core Capabilities & Impact
Whether advising as a consultant or leading an internal engineering squad, I deliver architectural solutions engineered for resilience and enterprise scalability.
Cloud Architectures
High-availability multi-cloud design with Terraform as Infrastructure as Code (IaC). Hexagonal architectures (Ports & Adapters) and event-driven backends that isolate core business logic.
AI Architectures & Agentic Workflows
Implementation of advanced agentic orchestration frameworks, custom model-agnostic MCP servers, RAG platforms, Bedrock, Vertex AI, and highly resilient LLM-as-a-Judge evaluation pipelines.
Offline-First Mobile Apps
Highly robust React Native and Expo local-first ecosystems supported by Drizzle ORM and SQLite, with persistent communication singletons and sync systems.
Observability & Security
Enforcing strict code standards, Telemetry (OpenTelemetry, Datadog), Snyk vulnerability scans, and hardened OIDC/OAuth2 security.
Technical Leadership & System Design
Staff Software Engineer & AI Consultant. I transform complex architectural ambiguity into high-performance, production-ready systems, helping enterprises scale distributed platforms and modernize engineering teams with secure, high-velocity Agentic workflows. Open to high-impact consulting engagements and strategic leadership roles.
For over a decade, I have partnered with global organizations to drive system modernization and AI adoption. My approach to Agentic Software Engineering goes beyond using AI as an assistant—it’s about establishing the strategies and culture for high-velocity, secure delivery. I bring my own robust methodology that aligns with industry-leading practices: I empower AI agents with strict guardrails, context resources, tools, and standardized guides, just as a Tech Lead mentors a human team. I adapt seamlessly to engineering squads, always striving to contribute, mentor, and multiply the entire team's velocity and capabilities.
Beyond the code, I bring deep consulting instincts, intellectual honesty, and enterprise maturity. I know the difference between what an agent can generate in 10 minutes and what requires foundational architectural thinking, guiding organizations with robust methodologies like TOGAF. I treat AI-generated code with absolute professional accountability, enforcing strict human and AI audits, cross-validation, Test-Driven Development (TDD), and adherence to the OWASP Top 10 for AI & LLMs and the OWASP GenAI Security Project, ensuring highly secure and precise enterprise solutions.
Featured Case Studies
Enterprise milestones and quantifiable impact delivered across global operations.
Independent Software Consultant & AI Architect
FSM Enterprise (Direct Client)
Offline-First Mobile Architecture, Multi-Tenant Partitioning & 35% Energy Singleton
Multi-tenant offline-first React Native/Expo FSM Field App powered by local SQLite/Drizzle ORM, orchestrating containerized Amazon EKS and RDS PostgreSQL multi-tenant isolation, combined with a persistent GPS/WebSocket connection singleton.
Guaranteed 100% operational continuity for field technicians in remote zero-connectivity zones (underground/mining) and a 35% battery reduction, achieving critical offline data resilience upon session expirations.
Software Developer
HatchWorks Technologies Inc.
Enterprise IDP Platform & Event-Driven MCP Conversational Automation
Designed and developed an independent, AI-driven Intelligent Document Processing (IDP) platform for automated document ingestion, alongside a separate event-driven orchestration backend and custom MCP server that executes real-time and scheduled processes via natural language conversations (with Amazon Connect integration for human agent escalation).
Automated millions of manual paperwork tasks through the custom IDP engine, while enabling autonomous operations via conversational MCP processes—delivering 6x accelerated workflows and a 60% operational savings in audit and customer service workflows.
Senior Software Engineer
Mriti Infosystems
Enterprise Multi-Cloud Infrastructure & Large-Scale AI Data Pipeline
Multi-cloud Terraform IaC microservices and React microfrontends on AWS/GCP/Azure, integrating Azure OpenAI, Cognitive Search semantic engines, and large-scale Ground Truth Studio data pipelines.
Delivered a 35% increase in system efficiency, 15% reduction in multi-cloud costs, and successfully scaled AI training pipelines harvesting multimodal datasets for 1M+ active community contributors.
Lead Software Engineer
Instituto Guatemalteco de Seguridad Social (IGSS)
Spring Boot Healthcare Legacy Refactoring & Hardened Security Gateway
Complete structural refactoring of legacy clinical monolithic platforms into Spring Boot hexagonal microservices with hardened OAuth2/OIDC, JWT gateways, and proactive Sentry observability.
Accelerated medical data management workflows, achieved a 50% increase in critical patient application reliability, and reduced operational system downtime by 35%.
Software Engineer
Unidad Ejecutora de Conservación Vial -COVIAL- (CIV)
Governmental Roads Infrastructure Monitor & Auditing Compliance Portal
National road infrastructure tracking portal developed in Java and React, complying with strict governmental data security and encryption standards, with high-volume database tuning.
Enabled 100% transparent physical-financial audit accuracy for public works, securing sensitive state data and achieving rapid incident response times via integrated Sentry tracking.
Software Engineer – Banking Solutions (Consultant)
Itprofis S.A.
Modular Banking Microfrontends & Elasticsearch Transaction Indexing Pipeline
Microfrontend decoupling of regional and U.S. sister online banking platforms, pairing indexing pipelines with custom mappings and analyzers in Elasticsearch.
Achieved complete deployment cycle independence for financial banking modules, delivering sub-second faceted transactional search under strict regional compliance.
Software Developer and Business Analyst
BOM Web Application for MSMEs
Relational DB Bill of Materials & Agile Digital Manufacturing Engine
Designed and deployed a production, sales, and inventory management web platform built on PHP, Apache, and MySQL, with custom relational normalization.
Replaced manual paper tracking sheets for local MSMEs, driving double-digit gains in inventory planning accuracy, operational organization, and product tracking.
Freelance Software Engineer
Freelance
Containerized Multi-Tenant Architectures & Cross-Platform Mobile Apps
Developed and launched cross-platform React Native GPS tracking, ERP, and e-commerce solutions deployed on AWS/GCP Kubernetes and Docker environments.
Successfully provisioned immediate digital transactional capabilities for diverse client startups, cutting infrastructure provisioning overhead by 40%.
Academic Background
Formal training and continuous specialization in technology and intelligent systems.
Master’s Degree in Artificial Intelligence
Postgraduate Degree in Technology Management
Bachelor’s Degree in Systems Engineering, Information Technology, and Computer Science
Curated Technical Stack
A highly specialized set of technologies selected for enterprise scaling.