Aplicaciones En Informática Avanzada: Applied Data Systems
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Executive Overview
Attribute Details Role & Tenure Junior Software Developer (2018 · 6 months) Company Focus Applied artificial intelligence, mathematical algorithms, and enterprise predictive modeling. Core Mission Containerize predictive model runtimes, develop user interfaces for bioscience analytics, and engineer reusable data visualizations. Tech Stack Python, Django, Docker, Java, JSP, D3.js, Plotly, NumPy, Pandas Key Highlights Containerized model orchestration services, reusable interactive D3.js/Plotly data visualizations.
At Aplicaciones En Informática Avanzada (AIA) in Sant Cugat, Spain, Andrea worked as a Junior Software Developer within the Data Analytics Innovations department, implementing applied data engineering pipelines and analytical frontends.
1. Containerized Predictive Model Orchestration
- Docker Model Encapsulation: Architected containerized Python and Django microservices that encapsulated predictive machine learning algorithms, standardizing execution across varied deployment environments.
- Data Extrapolation Logic: Developed mathematical extrapolation routines using NumPy and Pandas to map incoming user business configurations to required algorithm input matrices.
2. Bioscience Analytics UI & Data Visualizations
- Bioscience Tool Frontends: Built interactive web interfaces and automated document generation modules in Java and JSP for complex bioscience analysis workflows.
- Reusable Charting Components: Engineered reusable visual dashboards using D3.js and Plotly, rendering complex multi-dimensional time series and scatter distributions for analytical reports.