Ashwini Sharma
Community@olixignacious · Bangalore
Quant finance · AI systems · Independent researcher · Bengaluru
Agent Skills by Ashwini Sharma
Showing 18 vetted skills indexed across 1 GitHub repositories.
OlixIgnaciouskaggle-validation
Detect distribution shifts and select fold types for Kaggle validation.
OlixIgnaciouskaggle-pseudo-labeling
Apply semi-supervised learning to retrain Kaggle models with pseudo-labels from test data.
OlixIgnaciouskaggle-hill-climbing
Combine machine learning models using greedy forward selection.
OlixIgnaciouskaggle-optuna
Optimizes hyperparameters of Kaggle machine learning models using Optuna's TPE sampler for LightGBM, XGBoost, CatBoost, and ensembles.
OlixIgnaciouskaggle-adversarial-validation
Detect train/test distribution shift in Kaggle competitions using adversarial classifiers.
OlixIgnaciouskaggle-grandmaster
Plan Kaggle competition strategies for feature engineering and model optimization.
OlixIgnaciouskaggle-stacking
Combine base model predictions into meta-features for meta-learner training.
OlixIgnaciouskaggle-extra-training
Run seed ensembling and full-data retraining on Kaggle models.
OlixIgnacioussdlc-architectural-review
Review system architecture documents for design flaws, security vulnerabilities, and operational readiness.
OlixIgnaciouskaggle-target-transform
Transform Kaggle regression targets with log, sqrt, winsorization, isotonic regression, and beta sharpening.
OlixIgnaciouskaggle-baselines
Build linear, GBDT, and neural network baselines for Kaggle competitions.
OlixIgnaciouskaggle-feature-engineering
Generate groupby, interaction, and target encoding features for Kaggle competitions.
OlixIgnaciousskill-creator
Automate creation of skills and agents for Claude Code, Antigravity, and GitHub Copilot.
OlixIgnacioussdlc-code-review
Automates pull-request code reviews for correctness, security, test coverage, and database safety.
OlixIgnaciouskaggle-eda
Detect distribution shifts, temporal patterns, target leakage, and analyze categorical features in Kaggle datasets.
OlixIgnaciousresearch-paper
Automate academic paper research, venue validation, and formatting guidance.
OlixIgnacioussdlc-biz-to-tech
Translate business requirements into a Technical Requirements Document grounded in the codebase.
OlixIgnacioussdlc-feature-dev
Implement software features from an approved Technical Requirements Document with full test coverage.