kamenialexnea
Community@kamenialexnea · Paris, France
Machine Learning Engineer
Agent Skills by kamenialexnea
Showing 10 vetted skills indexed across 1 GitHub repositories.
KameniAlexNeagit-workflow
Stage and commit Git changes with descriptive messages.
KameniAlexNeafeature-engineering
Generate and prune numerical, categorical, and temporal features with SHAP-based importance.
KameniAlexNeaadversarial-validation
Detect and quantify distribution shift between training and testing datasets using a LightGBM classifier.
KameniAlexNeacode-review
Review code and deliverables for functional correctness and quality standards.
KameniAlexNeaensembling
Combine predictions from multiple machine learning models using weighted blending, rank averaging, or stacking.
KameniAlexNeasubmit-check
Validate submission CSV files against sample files for machine learning competitions.
KameniAlexNeauv-venv
Manage Python virtual environments and dependencies with uv.
KameniAlexNeajupyter-mcp
Automates JupyterLab sessions for executing Python code and managing notebooks.
KameniAlexNeaml-setup
Create standardized ML competition project structures with Python templates.
KameniAlexNeahpo
Run Bayesian hyperparameter optimization for LightGBM, XGBoost, and CatBoost models with Optuna.