Become a sponsor to Rodrigo Arenas
π Featured Open Source Projects
The sponsorship will be used to continue investing in growing the open-source ecosystem, which includes tools for productivity and code generation.
My current featured open source projects:
𧬠sklearn-genetic-opt
Evolutionary hyperparameter optimization and feature selection for scikit-learn.
- Hyperparameter optimization using Genetic Algorithms
- Feature selection with evolutionary search
- Native scikit-learn integration
- Callbacks, logging, plotting, and experiment tracking
π https://github.com/rodrigo-arenas/Sklearn-genetic-opt
π pyworkforce
Workforce management, forecasting, scheduling, and optimization tools.
- Workforce forecasting
- Scheduling and rostering
- Queueing models
- Staffing optimization
π https://github.com/rodrigo-arenas/pyworkforce
π¬ Areas of Interest
- Machine Learning
- Optimization Algorithms
- Evolutionary Computing
- MLOps
- Statistics
- Operations Research
- Open Source Software
- Physics and mathematics
π€ Open Source & Research
I'm always interested in collaborating on:
- Open-source machine learning libraries
- Optimization and operations research projects
- Data science tooling and infrastructure
- Applied AI and research initiatives
Featured work
-
rodrigo-arenas/Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
Python 380 -
rodrigo-arenas/portfolio
Personal website, Data scientist portfolio template
JavaScript 192 -
rodrigo-arenas/pyworkforce
Standard tools for workforce management, queuing, scheduling, rostering and optimization problems.
Python 86 -
rodrigo-arenas/kafkaml-anomaly-detection
Project for real-time anomaly detection using Kafka and python
Python 60