Hello, my name is
Onkar Shelar
And I'm a
I am a researcher working on evolutionary computation and its applications to artificial intelligence and emerging computing paradigms. My interests include diversity-driven search, evolving computational architectures, 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. For now, email me at os9660@rit.edu.
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 presence prediction across 500+ species (0.76 F1).
NLP · Software MiningRefactoring-Commit Intent Classifier
TF-IDF + Random Forest intent classification on 111k GitHub commits (0.87 macro F1).
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