Luiz Piochi

Luiz Felipe Piochi

PhD Student in Computer Science @ INRIA
Based in France

[Scholar] [GitHub] [LinkedIn] [ResearchGate]

I am a PhD candidate (expected end in 2027) at INRIA. I'm mainly interested in deep learning applied to biology, with a focus on protein biology and structure-guided therapeutic design.

I am also an adjunct professor at Sciences Po, teaching a course on AI Fundamentals, Ethics and Governance (since January 2026).

I graduated from the University of Coimbra with a BSc in Biochemistry (2020) and an MSc in Cell and Molecular Biology (2023, grade 19/20). I also hold a technical diploma in Business Administration from ETEC, São Paulo.

Experience

Publications

Portfolio

ppIRIS

LLM-based deep learning model for predicting protein-protein interactions. Revealed 1,000+ novel interactions in bacterial pathogens.

View on GitHub →

GORGON

Scalable Snakemake pipeline for comprehensive microbial analysis, integrating Kraken2 and Phyloseq for efficient processing and reporting.

View on GitHub →

DELFOS

Multi-omics predictive algorithm for cancer drug response prediction, validated against unseen cell lines. Published in OUP Bioinformatics.

View on GitHub →

Skills

Programming
ExperiencedPython, R, SQL
FamiliarJavaScript
ML / DL
PyTorch, Keras, scikit-learn, Hugging Face
Data & MLOps
NumPy, pandas, MLflow, Weights & Biases, Snakemake
Infra & DevOps
AWS, Docker, Git, CI/CD
Bioinformatics
Protein design, scRNA-seq, Metagenomics, Genomics
Languages
NativePortuguese
High proficiencyEnglish (C2), Spanish (C1)
BasicFrench (A2), German (A1)

Awards