🚀 Business Relationship Manager @ Softtek | AI Solutions Developer
🇨🇱 Santiago, Chile

I specialize in bridging business strategy and technical execution in the enterprise consulting space. My focus combines strategic consulting with hands-on technical development, particularly at the intersection of SAP, digital transformation, and artificial intelligence.

Professionally: I lead SAP implementation, application suppory manteince and digital transformation projects for large enterprises in the energy, oil & gas across Latin America at Softtek.

Personal Projects: I explore AI applications for enterprise use cases, developing tools and frameworks that solve real business problems. My side projects focus on automation, intelligent document processing, and rapid product development methodologies.

• AI Innovation Tools — Multi-agent systems for structured innovation processes
• Document Intelligence — Automated analysis platforms with NLP
• Launch With AI — Platform for rapid deployment of AI-powered products
• Solo Founder SDLC Kit — Development workflows optimized for Claude Code
• SAP Digitalization — Process automation solutions for energy sector

Personal exploration of multi-agent systems for innovation process management following the Double Diamond framework.

Key Features:

• Multi-agent architecture with structured orchestration
• Semantic memory with pgvector + Timescale
• Insight generation and deliverable validation
• Stack: FastAPI + React + PostgreSQL + Redis + Celery

Tech highlights:

• Agent-based reasoning and planning
• Vector embeddings for semantic search
• Session and long-term memory layers
• Async task processing with Celery

Exploration of automated document analysis optimized for Latin American.

Capabilities:

• Document processing with RAG (Retrieval-Augmented Generation)
• Technical and commercial requirement extraction
• Automated content analysis
• Integration patterns for enterprise systems

Focus areas:

• Energy sector documentation
• Contract and procurement analysis
• Technical specification processing

Platform for rapid deployment and launch of AI-powered products.

What it is:

• Complete framework for building and shipping AI applications
• From idea to production in record time
• Production-ready templates and infrastructure
• Multi-tenant architecture patterns

Key Features:

• Multi-tenant Architecture: Azure AD / GCP authentication
• Security-First: Zero Trust patterns and best practices
• Cloud-Ready: GCP/Azure deployment templates
• Scalable Infrastructure: Docker + PostgreSQL + Vector DBs
• API-First Design: FastAPI / Node.js backends with React frontends

Development workflow optimization for solo founders using Claude Code.

Components:

• Skills & Agents: Pre-configured Claude Code workflows
• Git Hooks: Automated quality checks and validations
• Project Templates: Rapid project initialization
• Documentation Automation: README, specs, and API docs generation
• Testing & Deployment: CI/CD pipeline templates

Philosophy:

• One-person team optimization
• AI-assisted development
• Rapid iteration to production
• Quality without overhead

View on GitHub

Specialization: Energy & Utilities, Oil & Gas, Financial Services

I bridge business strategy and technical execution in large-scale consulting engagements, leading initiatives that combine SAP expertise with digital transformation.

Key responsibilities:

• Leadership of SAP projects (ISU, E2E digitalization)
• RFP analysis and proposal development for large corporations
• Digital transformation solution design and implementation
• Stakeholder management in enterprise projects
• Technical and business requirement analysis

Project highlights:

• SAP training programs for major clients
• E2E installation digitalization initiatives for energy sector
• Digital transformation roadmaps for utilities companies
• Multi-million dollar consulting engagements

• Energy & Utilities: Installation process digitalization, asset management
• Oil & Gas: Management systems, compliance, operations optimization
• Financial Services: Payment systems, risk analysis, automation
• SAP: ERP implementations, system integration, training

In my personal projects and professional work, I focus on:

• Strategic alignment with measurable business impact
• Technical excellence with maintainable, scalable architectures
• AI integration balanced with practical enterprise constraints
• Iterative development with production-ready quality

My personal development methodology emphasizes:

• Efficient solo development workflows
• AI-assisted coding (Claude Code, GitHub Copilot)
• Infrastructure as Code principles
• API-first design patterns
• Comprehensive documentation practices

💼 LinkedIn
🌐 Website

• Multi-agent architectures for enterprise use cases
• Local LLM implementation for corporate privacy requirements
• SAP process automation with AI technologies
• RAG optimization technical documentation
• Innovation management frameworks and methodologies
• Rapid prototyping and MVP development strategies

• Technical Leadership: Exploring paths toward Head of Development, Engineering Manager roles
• AI Architecture: Deepening expertise in enterprise AI strategy and implementation
• Knowledge Sharing: Open to speaking opportunities on AI in enterprise environments
• Continuous Learning: Staying current with latest developments in AI, SAP, and cloud technologies

“Building intelligent systems that bridge business strategy with technical execution”