research Multimodal TikTok Virality Prediction Multimodal machine-learning pipeline for political virality in Nepal's 2022 elections (MSc thesis) Bias Detection & Mitigation in Transformer Models Fine-tuning DistilBERT for hate-speech detection with fairness diagnostics From LDA to BERTopic — Podcast Discourse Analysis Transformer-based topic modelling of ASR-transcribed political podcasts Mapping Elite Attention Ecosystems on Instagram Network mapping of Gen-Z-salient political attention in Nepal infrastructure Elfbot — Agentic AI for Human-in-the-Loop Fact-Checking LLM-agent system for digital-trace analysis and disinformation triage Stealth Web-Scraping Framework for Algorithmic Auditing Reproducible scraping infrastructure for longitudinal search-engine audits DeepTrace — South Asia Deepfake Detection Annotation guidelines and benchmarks for AI-generated visual content led by Prof. Dilrukshi Gamage