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Hi, Iā€™m @emanuelecavalleri

  • šŸ‘€ I am a PhD student in Computer Science specialized in the field of Bioinformatics šŸ§¬šŸ’ŠšŸŒ±

  • šŸ”Ž Knowledge graphs, bio-ontologies, ML, molecular docking and dynamics simulations šŸ”

Emanuele's Projects

apocynum icon apocynum

A Genomic comparison between different sequencing technologies and alignment tools to see how they impact on a chloroplast genome sequence assembly.

bulkrna_seq icon bulkrna_seq

Vignette and code of a Bulk RNA-Seq project, whose counts derive from RNA-seq samples of human brain cells compared to pancreas and liver cells.

dea_lusc_luad icon dea_lusc_luad

A biostatistical analysis about LUSC (lung squamous cell carcinoma) and LUAD (lung adenocarcinoma).

k-means icon k-means

Implementation from scratch of K-means algorithm in Python.

miceproteinexpression icon miceproteinexpression

The aim of this machine learning project is to solve a clustering task starting from a dataset related to the expression levels of proteins in the nuclear fraction of cortex of mice.

mlautism icon mlautism

The aim of this machine learning project is to solve a classification task starting from a dataset related to autism screening of adults (ASD).

mlbreastcancerwisconsin icon mlbreastcancerwisconsin

The aim of this machine learning project is to solve a classification task starting from a dataset related to breast cancer.

mlforestfires icon mlforestfires

The aim of this machine learning project is to predict the burned area of forest fires in Montesinho park.

scrna_seq icon scrna_seq

Vignette and code of a Single-Cell RNA-Seq project.

smith-waterman icon smith-waterman

Pairwise local sequence alignment between two nucleotide sequences using the Smith-Waterman algorithm.

testrna-kg icon testrna-kg

Construction of a simplified RNA-based Knowledge Graph

tris icon tris

Gioco del Tris in Logisim.

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