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🧬
Deciphering DNA
🧬
Deciphering DNA

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@DSC-ENSB

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🧬 Computational Biology

Genome Instability • Cancer Genomics • Cancer Evolution


🧪 Multi-Omics Integration

OK-Seq DRIP-Seq RNA-Seq GRO-Seq Repli-Seq ChIP-Seq


📊 Statistical Modelling & Functional Data Analysis

GAMs fPCA


🤖 ML & DL in Bioinformatics

Deep Learning • Computer Vision • Unsupervised Learning


🛠️ Skills

Python R Bash HPC
Scikit-Learn Pandas NumPy
Matplotlib Seaborn Plotly Snakemake


🏆 Selected Projects

Project Description Tech
DeepLUAD 96% Accuracy Deep Learning pipeline for lung cancer classification. PyTorch CNN
DrugOC Pharmacovigilance platform. Top 20 Global (Google Solution Challenge). Python Web
Histone-Coexpression Pan-cancer transcriptomic analysis of 20,000+ samples. Python R

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  1. Histone-Co-Expression-Patterns Histone-Co-Expression-Patterns Public

    This repository contains the code and analysis for my M1 thesis project at Institut Curie (UMR3664), conducted under the supervision of Dr. Geneviève Almouzni and Dr. Tina Karagyozova.

    Python 1

  2. Lung-Cancer-Diagnosis Lung-Cancer-Diagnosis Public

    Diagnosis of histologic growth patterns of lung cancer in digital slides using deep learning.

    Python 5 3

  3. DrugOC-Project-Archive DrugOC-Project-Archive Public

    The story of DrugOC, an award-winning app to automate clinical causality assessment for adverse drug events.

    1