Silvia NI

I'm currently building an evidence-based supplier evaluation framework for Lightspeed Studios at Tencent Games, combining 12 evaluation dimensions, task-specific weighting, risk controls, and recommendation gates.

I built an agent-assisted public-source retrieval and NLP claim-extraction pipeline that screened 184 game studios and 500+ sources through a Streamlit decision-support interface. I also introduced AI governance and validation workflows that filtered duplicate and unsupported content while improving retrieval quality.

At The Orangeblowfish, I used demographic, geospatial, and visitor-flow analysis to shape hospitality branding and retail pop-up strategies for clients including Kimpton Suzhou, Hilton Tempo, and ANTA. I built KPI dashboards and data pipelines across 50+ deliverables, helping reduce average turnaround time by 15%.

My work also includes market and supply-chain analysis at IBM China, multilingual literary database development, and corpus-based text mining for academic research. I'm completing an MSc in Business Analytics at UCL and bring Python, SQL, R, Tableau, NLP, predictive modelling, and practical AI development to data-driven business problems.