AI automation
Designing practical workflows that connect language models, documents, and business logic to reduce repetitive work.
IT PROFESSIONAL · AI AUTOMATION
Systems that work.Automation that matters.
I'm Cristian Estrada, an IT professional building practical AI workflows, technical tools, and clearer ways for people to work with complex systems.
PROFILE_01400 × 400
IT / AI / OPERATIONSAVAILABLE FOR THE RIGHT ROLE
02RAG systems
EN/ESBilingual
IT + AICross-functional
01 / CAPABILITIES
Technical depth with an operator's mindset.
My work sits where systems, people, and practical execution meet.
Systems & support
Troubleshooting across users, devices, networks, and processes—with an eye toward the underlying system, not only the symptom.
Technical operations
Translating operational needs into clear requirements, dependable tools, and workflows people can actually use.
02 / SELECTED WORK
Built to solve, not just to demo.
A selection of applied AI, automation, and operational software projects.
AI / KNOWLEDGE SYSTEMS
Retrieval-Augmented Generation Systems
Two RAG implementations built to retrieve relevant source material and give language models better context for grounded analysis and responses.
POWERSHELL / OPERATIONS
File Audit & Inventory Program
A structured file-audit utility that inventories directories, preserves full paths and folder context, and produces readable HTML reporting for case-based review.
PRODUCT / WORKFLOW DESIGN
Logistics Operations App
A privately developed application concept focused on making logistics information easier to track, understand, and act on.
APPLIED RESEARCH
LLM Systems Studies
Hands-on study of local model constraints, OCR-to-reasoning pipelines, model orchestration, inference tradeoffs, and practical AI-agent architecture.
03 / ANOTHER SIDE OF THE WORK
I build in software—and in the real world.
My project-management experience also includes a ground-up residential build and hands-on coordination across multiple remodeling projects.