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Martinaa1408/README.md

Hi, I'm Martina!

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👤 About Me

  • MSc student in Bioinformatics at the University of Bologna (2024–2026)
  • BSc in Biotechnology from the University of Bologna
  • Deeply fascinated by the intersection between omics technologies, neuroscience and data science
  • I’m currently exploring the potential of machine learning in understanding complex biological systems
  • Background in molecular biology and histological techniques, with experience in research labs

💻 Skills

  • Learning and Using: Python, Bash, R, Linux
  • Computational Biology & Bioinformatics: Modeling of complex biological systems, omics data interpretation, protein structure prediction and analysis, protein-ligand interactions, molecular simulations, and data-driven biological inference
  • Wet Lab Skills: Western blot, flow cytometry, cryosectioning, immunohistochemistry, sample processing
  • Scientific Practices: Literature research, scientific writing, team collaboration
  • Neuroscience curiosity: Currently diving into omics-driven neurobiology and systems neuroscience

📂 Projects

Laboratory 2 of Bioinformatics project Group 5:

This repository contains the datasets, scripts, and analyses for the Laboratory of Bioinformatics II course project, focusing on the prediction of secretory signal peptides.

Applied Genomics project

This project focuses on the hybrid genome and transcriptome analysis of compost-derived fungal isolates with bioplastic-degrading potential.

AML basic project

Machine Learning project on the UCI Yeast dataset for protein subcellular localization.

Introduction to o Big Data Processing Infrastructures (BDP1)

This repository contains the complete course summary for BDP1 (Introduction to Big Data Processing Infrastructures).

Computational Method of Bioinformatics

This repository collects materials, notebooks, script and examples related to computational methods applied to biological data.

Biomedical Databases

This repository contains notes, slides, and notebooks for the Biomedical Data Bases course.

DNA-RNA dynamics project Group 4

This repository contains the final project of Group 4 for the DNA/RNA Dynamics course that provides a full Illumina 450K methylation analysis pipeline in R.

Kunitz HMM project of Laboratory 1 of Bioinformatics

Computational pipeline for detecting Kunitz-type protease inhibitor domains (PF00014) using a Profile HMM.

Systems and In Silico Biology

This repository is a collection of study materials for the course Systems and In Silico Biology.


🌐 My website

Interested in my academic experience? Visit my personal website for more insights.

Visit my website

Popular repositories Loading

  1. DNARNA_Group4 DNARNA_Group4 Public

    This repository contains the final project of Group 4 for the DNA/RNA Dynamics course (MSc Bioinformatics, University of Bologna). It provides a full Illumina 450K methylation analysis pipeline in …

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  2. Martinaa1408.github.io Martinaa1408.github.io Public

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  3. Kunitz_HMM_project Kunitz_HMM_project Public

    Computational pipeline for detecting Kunitz-type protease inhibitor domains (PF00014) using a Profile HMM. Developed during the Laboratory of Bioinformatics 1 course (MSc in Bioinformatics, Univers…

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  4. ML_basic_project ML_basic_project Public

    Machine Learning project on the UCI Yeast dataset for protein subcellular localization. Provides a full, reproducible classification pipeline including data preprocessing, SMOTE balancing, model tr…

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  5. Martinaa1408 Martinaa1408 Public

    My personal repository

  6. Introduction-to-Infrastructures Introduction-to-Infrastructures Public

    This repository contains the complete course summary for BDP1 (Big Data Processing Infrastructures). It includes a comprehensive PDF with all theoretical and practical elements covered in the cours…