Diego Villagran Salazar
Data Scientist & Full-Stack Developer
I specialize in building intelligent systems that connect data science, product thinking, and software engineering. Currently studying Data Science at ESCOM-IPN, I focus on turning complex datasets into products that teams can trust and scale.
01 // How I build systems
My process is end-to-end: define the business question, build robust data pipelines, train and validate models, and deliver interfaces where non-technical stakeholders can act on insights. I care deeply about reliability, maintainability, and practical adoption.
02 // What I optimize for
Accuracy with explainability
Strong metrics matter, but model outputs must remain understandable to business users and collaborators.
Automation with control
I automate repetitive workflows while preserving visibility, alerting, and quality checks for safe operations.
Scalable foundations
The goal is systems that keep working as data volume, users, and product complexity grow.
03 // Current focus
AI & Automation at Eyenet
Designing automation pipelines with Python, n8n, Docker, and LLM APIs that reduce manual effort and improve data quality.
Analytics products with measurable value
Building dashboards and intelligent applications that shorten time-to-insight and support operational decisions.
"I build technology that is practical, measurable, and ready for production from day one."
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