Miguel Cordova

About Miguel Cordova

AI Full-Stack Engineer and Researcher specializing in building end-to-end intelligent…

Experience

1. Co-founder

   Dash2 Labs

   Jun 2023 — Present

   As a founding engineer, I architected and delivered full-stack AI solutions from the ground up, building scalable infrastructure and user-centric applications to help clients interact with their data.Key Contributions:Full-Stack Development: Engineered and deployed a comprehensive platform using a React/TypeScript frontend for intuitive user interaction and a robust backend of containerized FastAPI microservices on Azure.RAG & LLM Systems: Built and optimized end-to-end RAG pipelines over MongoDB, significantly enhancing answer precision and response speed for complex query systems.Database & Search Optimization: Leveraged k-means clustering and fine-tuned embeddings to construct hierarchically organized databases, dramatically improving the relevance and accuracy of search results.Automated Data Processing: Developed automated OCR and NLP pipelines to handle document processing and entity extraction, eliminating manual data entry and accelerating data throughput.Agentic Memory: Designed and implemented a long-term memory system for LLM agents, enabling persistent customer customizations and continually improving the user experience.Mentorship: Guided a junior intern through the principles of RAG system design and deployment best practices.

Education

• The University of Texas at Austin

  Masters

• The University of New Mexico

  Bachelor of Engineering - BE