Juan Manuel Aguirre
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Retrato profesional de Juan Manuel Aguirre Cebrián

Professional CV

Juan Manuel
Aguirre Cebrián

AI / Machine Learning Engineer · Software Engineer

+1 224 308 0858 juanma.aguirre1983@gmail.com Gurnee, IL (USA) github.com/Irathor
PDF · English PDF · Español
14+years in software
MScArtificial Intelligence
8engineers led

01 · Profile

Professional Profile

Software Engineer with 14 years of experience building backend systems, APIs, and data platforms, now applying that foundation to Artificial Intelligence after completing an MSc in Artificial Intelligence (UNIR, 2025). Hands-on experience designing deep learning pipelines (CNNs, TensorFlow, PyTorch) for medical image classification. Former Technical Lead of an 8-engineer Agile team delivering large-scale public-sector systems. Bilingual (Spanish/English), with a strong track record of translating complex technical work for non-technical stakeholders.

Deep LearningTensorFlow / PyTorchBackend & APIsTechnical Leadership

02 · Project

Featured Project

2025

MSc Thesis · Universidad Internacional de La Rioja (UNIR)

Cardiovascular Disease Prediction Using Deep Learning

• Built a complete detection pipeline by designing the preprocessing, training, validation, and evaluation stages with TensorFlow and PyTorch on medical imaging data
• Applied CNN-based architectures and image-analysis techniques to support early cardiovascular disease detection
• Extended the work into CardiacAI (github.com/Irathor/cardiac-ai-platform), a cardiac MRI segmentation and biomarker-extraction platform (ACDC dataset), currently in progress

  • TensorFlow
  • PyTorch
  • CNNs
  • Medical Imaging
  • Deep Learning

03 · Career

Professional Experience

2023Present

Round Lake Area Schools

Math & Science Teacher

• Kept student outcomes on track by building recurring performance and attendance reporting, analyzing datasets across multiple grade levels
• Improved instructional decisions for staff and administrators by translating quantitative performance trends into clear, non-technical summaries

  • Data Analysis
  • Reporting
  • Communication
20202024

Hiberus Tecnología · Public sector, Spain

Senior Software Engineer & Technical Lead

• Delivered RACIMA, a mission-critical public-sector education platform serving tens of thousands of students, families, and educators, by leading and coordinating an 8-engineer Agile development team
• Increased the reliability of large-scale reporting by designing backend services and REST APIs in Python and Java for data extraction, transformation, and delivery
• Reduced data-integrity issues across high-volume databases by architecting validation and processing workflows spanning Oracle, PostgreSQL, and MySQL
• Sped up delivery cycles by owning system architecture and integration decisions end-to-end for the team

  • Python
  • Java
  • REST APIs
  • Oracle
  • PostgreSQL
  • MySQL
  • Agile
  • System Architecture
20172020

Independent · Spain

Senior Software Developer — Freelance / Consulting

• Enabled data-driven decisions for clients by designing and delivering BI dashboards and reporting tools using Python, SQL, and REST APIs
• Improved system performance and data availability by migrating legacy applications to scalable architectures
• Reduced rework and miscommunication by working directly with stakeholders to translate business requirements into technical solutions

  • Python
  • SQL
  • REST APIs
  • BI Dashboards
  • Data Visualization
20112017

Delirium Studios · Spain

Software Developer

• Shipped interactive software products by developing core features in C# and JavaScript within cross-functional teams
• Improved system reliability by focusing on performance optimization across delivered products

  • C#
  • JavaScript
  • Performance Optimization
  • Interactive Software

04 · Capabilities

Key Skills

01

AI / Machine Learning

Python · TensorFlow · PyTorch · Deep Learning · CNNs · Model Evaluation · Feature Engineering · Data Augmentation · Predictive Analytics · XGBoost

02

Software Engineering

Java · JavaScript / TypeScript · C# · REST APIs · Git · CI/CD · Agile / Scrum · System Architecture

03

Data

SQL · pandas · NumPy · Data Pipelines · Data Visualization (Tableau, Looker Studio) · Oracle · PostgreSQL · MySQL · MongoDB

05 · Studies

Education

2025

MSc in Artificial Intelligence

Universidad Internacional de La Rioja (UNIR)

2023

Higher Technician, Web Application Development

CIPFPD, Spain

2017

BA (Hons) Computer Games Art

Teesside University, UK

2016

HND Video Game Programming & Design

Creanavarra, Spain

06 · Languages

Languages

Spanish

Native

English

Fluent (C1)

Contact

Let's talk

Available in Gurnee, IL (USA). Open to AI / Machine Learning and backend engineering roles.

Send an email +1 224 308 0858