Featured Work
A selected collection of applied AI, data science, cloud, and MLOps projects.
Applied AI
Built a reproducible instruction-tuning pipeline for genre-controlled short story generation using Gemma 3-1B, QLoRA, and PEFT, then evaluated whether fine-tuning improved controllability and output quality.
Data Science
Built an analytics-driven clinical decision support system to understand hospital readmissions, explain risk drivers, and support proactive staffing and follow-up planning.
MLOps
Built an end-to-end MLOps pipeline to predict whether a client should be offered vehicle insurance based on personal details, vehicle attributes, and historical claim data.
Cloud Application
Designed a scalable, production-style movie rating and review SaaS where users can rate movies, write reviews, manage watchlists, and receive AI-powered review support.
Data Analytics
Identified factors influencing student success using exploratory analysis, feature engineering, and interpretable predictive modeling.