Analyzed 5,700+ YouTube comments on Taylor Swift’s engagement using Gemini LLM with ELM theory. Explored sentiment evolution, persuasion pathways, and herding effects in digital discourse.
Univariate & multivariate forecasting (ARIMA+ feature signals) to explore AI-cycle dynamics on NVDA price.
Quantifies hazard exposure and proposes parametric insurance levers; combines hazard indices with socio-economic layers.
Student survey analysis on learning behaviours and expectations; cleaning, Likert scaling and reporting.
Exploratory analysis on employer types and income distributions across Australian regions.
Constructs a composite index to score SA2 areas by resource accessibility; normalization, weighting, and ranking.
Comparative Analysis of Classifier Accuracy and Runtime on Pima Indians Diabetes and Room Occupancy Datasets
Asia-Pacific mathematical modeling contest.
International mathematical modeling competition.
Analyze order-level dataset; cluster consumer segments, model delivery-time drivers, and estimate promo impact with causal inference.
Explore short-video engagement; prototype an agentic analytics dashboard (Tableau + LLM/agents) for retention and recommendations.
Feature engineering from play-by-play and seed history; Elo/efficiency ratings; logistic/XGBoost ensemble for upset prediction.