research Adaptive Reasoning and Tool Routing from LLM Hidden States Predicting when LLMs need additional reasoning or external tools before generation. Efficient LLM Reasoning in Low-Resource Languages Evaluating reasoning-efficiency tradeoffs in English and Nepali. Multilingual Indirect Answer Interpretation Multilingual NLP for understanding indirect answers to yes-no questions. Negation-Aware Neural Information Retrieval Improving neural information retrieval systems' understanding of negation through targeted pre-training. SexTok — Separating Sex Education from Suggestive Content on TikTok Dataset annotation for multimodal social media content moderation research. software CoolViz Interactive data-center visualization for identifying hotspots and evaluating workload-placement strategies. Cross-Platform Goal Tracker Full-stack goal-tracking platform designed around scoped user workflows and an iterative MVP. MedicoPlus Wellness-centre appointment platform designed around customer scheduling and service workflows. other