I am Guatemalan all my life I have lived here in this beautiful country.
I'm a developer focused on building robust backend infrastructures and orchestrating AI systems. My transition from full-stack development to specialized backend development allows me to design solutions that not only move data but also generate actionable knowledge and insights. Currently, I'm dedicating my energy to bridging the gap between traditional software development and the capabilities of Large Scale Language Models (LLMs).
Core Backend & APIs
- Languages & Frameworks: FastAPI (Python), Node.js (TypeScript/JavaScript).
- Architecture: Design of highly available RESTful APIs, microservices, and asynchronous systems.
- Databases: * Relational: SQL Server, PostgreSQL.
- NoSQL: MongoDB, Redis (Caching).
- Vector: Pinecone, Milvus, or pgvector (for storing embeddings).
AI Engineering & LLMOps
- Models: Advanced integration with OpenAI (GPT-4) and Anthropic (Claude).
- Orchestration: Implementation of complex workflows with LangChain and LangGraph. AI Strategies:
- RAG (Retrieval-Augmented Generation): Building dynamic knowledge bases to reduce hallucinations.
- Function Calling: Empowering models to interact securely with external tools and databases.
- Prompt Engineering: Optimizing contexts and system prompts for deterministic results.
My Focus as a Software Developer
- Security First: Implementing OWASP standards, token management, rate limiting and data encryption at rest/in transit for AI interactions.
- Scalability: Optimizing queries and execution plans in databases to support massive workloads.
- Maintainability: Clean code, documented with technical storytelling and managed using Agile/Scrum methodologies.
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I’m currently working on a API and Webapp, projects
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🌱 I’m currently learning **Angular, Nodejs, FastAPI, **
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👯 I’m looking to collaborate on The software company and open-source projects
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💬 Ask me about anything of JS, Python, SQL
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⚡ Fun fact: I like crossfit and play puzzle
- Location: Guatemala (Available for international remote work)
