Work
Projects across AI safety and evaluation, educational AI, and applied systems. Filter by theme.
Systems & Tooling SARchlight - Multi-Drone Search and Rescue
Terrain-aware multi-drone search with a Bayesian belief map, a live dashboard, and a deployed voice agent. Built with a team at a search-and-rescue hackathon.
Safety & Evaluation Dual-Use Navigator
A cross-jurisdictional reference tool that compares dual-use export-control entries across US, EU, and Australian control lists side by side.
Systems & Tooling Orion - Developer Progress Reporting
A local-first tool that turns coding activity into progress updates for reviewers, with a deployed multi-viewer dashboard and a two-way reviewer reply loop.
Educational AI · Research QUD-Empowered LLM Essay Co-writing Tool
Full-stack essay co-writing platform grounded in the Questions Under Discussion (QUD) framework, pairing LLM-generated questions with a student-facing study workflow.
Educational AI EduVoice AI - Voice-First Learning Platform
Voice AI platform enabling multilingual, conversational study sessions over uploaded lectures with automated quizzes and AI-generated summaries.
LLM Evaluation for Mental-Health Counseling
Evaluation methodology for counseling LLMs: annotation guidelines, inter-rater reliability, and a systematic multi-model quality comparison.
Systems & Tooling HomeHelper - AI Agents for Appliance Troubleshooting
Multi-agent system using LangChain/LangGraph and SIM-RAG for intelligent appliance repair support.
Educational AI EduMUSE - Multimodal Educational Assistant
Interactive study system with PDF processing, AI-powered summarization, quiz generation, and podcast-style audio.
SemEval 2025 Emotion Detection (Task 11)
Architected LSTM and BiLSTM baselines for single- and cross-language emotion detection, delivering competitive SemEval 2025 results.
Anthropomorphized First-Person Chatbots for Science Education
Research on conversational AI for virtualized science exhibits using anthropomorphized first-person perspectives.