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fernando_cajar

Fernando Cajar

@fernando_cajar

ML and Data Analyst Medical Imaging Specialist

Panama
Spanish, English
About me
Biomedical Engineer with hands-on experience in machine learning applied to medical imaging. I led a government-funded research project (SENACYT, Panama), building a hierarchical deep learning system for breast cancer detection using CNN architectures, achieving strong diagnostic accuracy across multiple datasets. I specialize in: image classification models, ML pipeline auditing (data leakage, overfitting, validation errors), statistical analysis, and technical documentation (LaTeX/IEEE). I also work as a data analyst, producing survey analysis and reports.... Read more

Skills

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fernando_cajar
Fernando Cajar
Offline • 

See my services

AI Technology Consulting
I will audit and debug your machine learning pipeline for hidden errors
From$25 / projectMore details

Work experience

Self_Employed

Principal Investigator

Self Employed • Full-time

Jun 2025 - Present • 1 yr 3 mos

SENACYT-UDELAS Research Project Leading a government-funded research project developing a hierarchical CNN-based system for breast cancer detection in mammography, achieving strong diagnostic accuracy across multiple validated datasets.