๐ MSc Bioinformatics student at Universitรฉ Clermont Auvergne (France)
๐ป Exploring the crossroads of AI, Computational Biology, and Structural Bioinformatics
๐งฌ Passionate about understanding life through data and algorithms
Iโm currently pursuing a Masterโs degree in Bioinformatics, funded by the Excellence Scholarship in Artificial Intelligence (Cluster MIAI 2025โ2026).
My goal is to combine deep learning and molecular biology to improve drug discovery and protein modeling.
I love learning new technologies, analyzing biological data, and finding creative ways to represent complex biological systems.
- Machine Learning (classification, clustering, CNNs, transformers)
- Data preprocessing, feature engineering & model evaluation
- Sequence analysis (FASTA/FASTQ, BLAST, differential expression)
- Protein structure prediction with AlphaFold, ESMFold
- Genomics & transcriptomics pipelines
- Databases: UniProt, PDB, NCBI, ChEMBL, Tox21, Ensembl, Bioconductor
- Molecular docking & virtual screening (AutoDock Vina, Meeko)
- Cheminformatics & ADME filtering (RDKit, Morgan fingerprints)
- Structure-based ML for drug discovery (scikit-learn)
- PDB/PubChem API automation (Python)
๐ MSc in Bioinformatics (2024โ2026) โ Universitรฉ Clermont Auvergne, France
๐ Excellence Scholarship in Artificial Intelligence โ Cluster MIAI 2025โ2026
๐ BSc in Life Sciences (Molecular & Computational Biology) โ Universitรฉ Clermont Auvergne
๐ธ Professional Conservatory Studies in Classical Guitar (2015โ2021)
๐พ Veterinary Assistant Diploma (2022โ2023)
๐งซ Bioinformatics Internship โ Oxford Brookes University, Oxford, UK (June-July 2026)
End-to-end in silico drug discovery pipeline targeting Mps1/TTK kinase (PDB: 5LJJ), a mitotic checkpoint regulator overexpressed in aggressive cancers. Built an automated pipeline combining structure-based virtual screening (AutoDock Vina), hinge-region interaction analysis (Gly605/Glu603), ADME/PAINS filtering (RDKit), and a Ridge Regression model (Rยฒ=0.706, LOOCV) trained on physicochemical and structural features to predict binding affinity. Extended to novel candidate discovery via PubChem structural similarity search.
๐งฉ Bioinformatics Internship โ iGReD, Clermont-Ferrand, France (Feb 2025)
Application of bioinformatics tools to study chromatin structure using 3D bioimaging and structural biology methods.
๐งฌ Molecular Biology Internship โ iGReD, Clermont-Ferrand, France (June 2025)
Research on regulation mechanisms of transposable elements in Drosophila germline.
๐ง Deep learning applied to biological sequences and protein modeling
๐ AI-driven drug discovery โ molecular docking, ADME filtering,
and ML-based binding affinity prediction
๐งซ Treatement of antibiotic resistant bacterium using AI tools
| Language | Level |
|---|---|
| ๐ช๐ธ Spanish | Native |
| ๐ซ๐ท French | Bilingual |
| ๐ฌ๐ง English | Fluent (C2 PeopleCert) |
Iโm also a musician ๐ถ (classical guitar trained at conservatory), nature lover ๐ฒ, and sports enthusiast ๐.
Youโll often find me hiking, playing volleyball or padel, and listening to classical music while coding.
๐ง [email protected]
๐ Clermont-Ferrand, France
โญ๏ธ Thanks for stopping by! Iโm always open to collaborations in bioinformatics and AI for life sciences.
