Here is my technical toolkit. These are the tools, languajes and frameworks that power my current projects.
My stack is constantly evolving as I explore new ways to build and analyze.
Bioinformatics
- GWAS analysis
- Multi-omic data integration
- eQTL analysis
- Colocalization
- Single-cell / single-nucleus transcriptomics
- scRNA-seq processing
- Network analysis
- EEG signal procesing with MNE (Python)
- Machine learning algorithms
- Clusterization
- Data visualization
Tools
- Bioconductor
- Magma
- Seurat
- scRepertoire
- Harmony Algorithm
IT and data
Languajes
- Python
- R
- JavaScript/TypeScript
- SQL
Database & ORM
- PostgreSQL
- SQLite
- SQLAlchemy
- MongoDB
Web development
- React
- Vue.js
- Node.js
- JavaScript Vanilla
- Python
- FastAPI
- Flask
- RESTful APIs
- HTML/CSS
Machine & deep learning
- Scikit-learn
- PyTorch
- TensorFlow
- XGBoost
Others
- Bash
- Pandas
- NumPy
- Apache ECharts
- OpenLayers
- MapLibre
- Pytest
- Jest