I've delivered analytics, reporting automation, and KPI insights at Ernst & Young for Fortune 500 retail and energy clients. I automated data collection and reporting across 30+ projects, reducing turnaround time by 40%.
I build executive dashboards, benchmark operational KPIs, and translate process gaps into practical recommendations for business and technical stakeholders. My work has supported logistics operations, financial planning, resource allocation, and O2C process assessments.
While completing my MSc in Data Science at Nanyang Technological University, I've built NLP pipelines, RAG-based text classification approaches, pricing recommendation systems, and scalable data-preparation workflows. I use Python, SQL, machine learning, and visual analytics to make data useful.
