Hello, my name is
Onkar Shelar
And I'm
Working on evolutionary computation for artificial intelligence and emerging computing paradigms. Interests span diversity-driven search and discovery, robotic and autonomous systems, and the principles of computation that underlie learning in intelligent systems.
About MeSelected Research
Publications and selected projects
Research coming soon
Papers and selected projects will be listed here. Meanwhile, see my Google Scholar profile or Contact.
MS Research · LLMs
Toxicity Control in LLMs via Evolutionary Search
Multi-objective evolutionary search with context-aware metrics for safer language-model behavior.
Applied ML · ForecastingAvian Forecast
Large-scale ETL and Random Forest models that predict species presence across 500+ birds (0.76 F1).
NLP · Software MiningRefactoring-Commit Intent Classifier
TF-IDF and Random Forest classification of intent in 111k GitHub refactoring commits (0.87 macro F1).
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