Raony Guimarães
Bioinformatician
Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates
Summary
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Rockstar🎓
Top SchoolRaony Guimarães is a seasoned bioinformatician and web developer with 12 years of experience applying Python, R and C++ to large-scale human genome and exome projects and precision medicine pipelines. He has led high-throughput analyses at Genuity Science (50k WGS and 80k genotypes) and builds production-grade bioinformatics tooling and web apps, combining databases like PostgreSQL/MongoDB with Django-driven interfaces. Comfortable across Linux distributions and cloud-parallel workflows, he routinely integrates tools such as GATK, cnvkit and bcbio-nextgen to deliver reproducible, clinically relevant results. His background spans academic research—developing annotation and visualization systems for clinical exomes—to commercial roles translating genomic discoveries into healthcare solutions at M42 Health and Genseq. Known for producing thousands of dimensionality-reduction analyses (UMAP/PCA/t-SNE) and scalable pipelines, he pairs statistical rigor and machine learning with practical software engineering. Based in Dublin, he brings a rare mix of deep genomics domain expertise and full-stack development experience that accelerates genomics-to-clinic translation.
13 years of coding experience
14 years of employment as a software developer
High School, High School at Colégio Lúdico - ConchasBachelor Biomedical Informatics, Bachelor Biomedical Informatics at USP - Universidade de São PauloDoctor of Philosophy (Ph.D.) Bioinformatics Exome Analysis Annotation Tools and Web Development, Doctor of Philosophy (Ph.D.) Bioinformatics Exome Analysis Annotation Tools and Web Development at Universidade Federal de Minas Gerais
Portuguese, English, Polish, Dutch
Stackoverflow
31reputation
22kreached
2answers
0questions
Github Skills (165)
dashboard10
dataflow10
package-management10
python10
slurm10
messenger10
pipeline-framework10
telegram10
reproducible-science10
django10
singularity10
adminlte10
nextflow10
html10
filtering10
Programming languages (20)
Github contributions (5)
raonyguimaraes/bioinformatics_scripts
Mar 2016 - Mar 2017
Contributions:3 commits, 2 pushes, 1 branch in 1 year
raonyguimaraes/pynnotator
Jun 2016 - Mar 2021
This is a Genome Annotation Framework developed with the goal of annotating VCF files (Exomes or Genomes) from patients with Mendelian Disorders.
Contributions:11 releases, 226 commits, 255 pushes in 4 years 9 months
genome-annotationvcf-files
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