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Hayat HageHH

Hayat Hage

Bioinformatics & Biostatistics | Data Scientist

450 €/jour
Marseille, FR
8-15 ans

Délai de réponse moyen : 1h

À propos de Hayat

I am a bioinformatician with 8 years of experience, including 4.5 years in the biotech industry as a Lead Bioinformatician. I hold a PhD in Genomics and Bioinformatics and a Master’s degree in Bioinformatics and Biostatistics.

My expertise focuses on developing automated bioinformatics pipelines and analyzing multi-omics datasets.

Skills:
  • Programming: Python, R, RMarkdown, Bash, Snakemake, Nextflow
  • Version Control: Git, GitLab
  • HPC Computing: Sun Grid Engine (SGE), SLURM, access to Scaleway computing infrastructure
  • NGS Data Analysis: DNA-Seq, RNA-Seq, Tn-Seq, 16S, metagenomics, sequence alignment, SNP analysis, phylogeny
  • Proteomics: Mass spectrometry, Olink
  • Functional Analysis: Pathway enrichment, HMM models, Gene Ontology, GSEA
  • Statistical Analysis: Alpha & beta diversity, rarefaction curves, DESeq2, Limma, DPGP, Random Forest.
Contact: I am available for Bioinformatics Services, Development of pipelines, Data analysis - Metagenomics, RNASeq, genome assembly and more. Custom-made solutions.
  • Français

    Bilingue ou natif

  • Anglais

    Bilingue ou natif

  • Arabe

    Bilingue ou natif

Accepte de travailler sur site
Marseille (jusqu’à 50 km)

Expériences

  • BIOASTER
    Bioinformatician
    BIOTECHNOLOGIES
    avril 2021 - novembre 2025 (4 ans et 7 mois)
    Lyon, France
    Development and maintenance of bioinformatics workflows using Nextflow, Snakemake, Python, R, and Bash.

    Transcriptomics, metagenomics, and proteomics data analysis, from raw data quality control to statistical and biological interpretation, performed on HPC clusters using SLURM and Sun Grid Engine.

    Development of an automated workflow generating a final HTML report for each project, providing clear and actionable results, including publication-ready figures and tables.

    Expertise in projects related to the human microbiome, biomarker discovery for drug development, and vaccine research.

    Involved throughout the entire project lifecycle, from requirement definition and methodological design to analysis execution and presentation of results to clients.
    HTML HPC Snakemake Python Nextflow
  • DOE Joint Genome Institute
    Mission
    septembre 2019 - décembre 2019 (3 mois)
    Berkley, États-Unis
    Development and application of HMM models for gene identification and classification across 656 fungal genomes

    Phylogenetic analysis to group identified genes into four functional clades and predict the type of catalyzed cyclization

    Identification of specific amino acid motifs to improve the accuracy of functional predictions

    Mining and annotation of large genomic databases, integrating sequence and phylogenetic information
    Python RStudio Genomics Machine learning Analyse prédictive
  • Institut national de recherche pour l'agriculture
    PhD
    BIOTECHNOLOGIES
    janvier 2018 - avril 2021 (3 ans et 3 mois)
    Marseille, France
    Comparative analysis of fungal genomes (~1,000 genomes):

    Identification of gene families, analysis of gene family expansions, phylogenetic reconstruction, and investigation of evolutionary trajectories.

    Large-scale functional analyses to characterize enzymatic repertoires involved in lignocellulose degradation, combining genome annotation, sequence comparison, and exploration of genetic diversity.

    Development of a dedicated tool for automated enzyme identification, applied to the analysis of 1,420 fungal genomes and the detection of more than 11,000 candidate genes.
    R Python Biostatistiques Enzyme Génomique

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Formations

  • PhD
    INRAE
    2021
    PhD en genomiques des champignons
  • Master in bioinformatics
    Université de Nantes
    2017
    Master in bioinformatics/Biostatistics

Compétences

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