
irem
Bioinformatics Developer and Genetics and Bioengineering
Habilidades

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Porfolio
Experiencia laboral
Bioinformatics Analyst – Single-Cell RNA-seq Research
Fiverr • Freelance
Aug 2026 - Sep 2026 • 1 mo
Performed bioinformatics and statistical analyses for a single-cell RNA-seq study of human testicular ageing. Analyzed 41,000+ cells across multiple donors, evaluated age-associated expression patterns, and compared cell-level and donor-aware inference approaches. Applied donor-level aggregation, cluster-robust inference, sensitivity analyses, and leave-one-donor-out (LODO) checks to assess robustness and pseudoreplication. Contributed to result interpretation, figures, statistical reporting, and manuscript preparation.
Upwork
Freelance • 2 mos
Freelance Bioinformatics Developer
Jun 2026 - Jun 2026 • 0 mos
• Processed and formatted Mitochondrial COI sequences to meet strict NCBI standards for official GenBank submissions. • Developed automated Python scripts for sequence curation, quality filtering (QC), and genomic data wrangling.
Freelance Bioinformatics Developer
Apr 2026 - Jun 2026 • 2 mos
Developed a diagnostic pipeline for breast cancer classification using the WBC repository. I engineered a query-optimized data infrastructure from raw clinical matrices to effectively isolate tumor phenotypes. By utilizing Python, Pandas, and Seaborn, I successfully modeled the spatial and volumetric variances between malignant and benign cohorts. This analysis identified "Mean Radius" as a high-weight diagnostic biomarker and established a robust baseline for implementing Logistic Regression and Random Forest predictive models