Research papers
Five papers spanning AI evaluation, behavioral AI, electrical engineering, and linguistics. Two sole-authored, two co-authored, one published open-access.
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AI & LLMs · Research methodsThe Capitulation ProblemBehavioral experiment using Gemma 4B (Ollama) as a controlled proxy - 5 domains × 5 pressure variants. LLM-as…AI & LLMs · Research methodsSpecialist, Generalist, and Hybrid LLM Architectures for Algorithmic Code GenerationTriaxial evaluation framework (Pass@1, CxSelf, CxJudge) across four architecture conditions. Automated pipeli…AI & LLMsDual-Transformer Cross-Attention Multimodal Emotion RecognitionHuBERT + ViViT dual encoders with bidirectional cross-modal attention on RAVDESS corpus. Walrus Optimizer for…Research methods · Data & MLPhonological Fidelity and Convergent Preservation in Indo-European LanguagesDeveloped the Phonological Fidelity Index (PFI) - a quantitative measure of consonant retention from Proto-In…