Things I've built & researched
Each project started with a question I wanted to answer — and turned into something I could actually use.
Energy Demand Forecasting & Supply Optimisation
Deloitte Case Study — Supervised group project, Paris
Designed an end-to-end quantitative framework for South Africa's electricity system. Built and benchmarked six forecasting models (ARIMA through to TFT deep learning), then implemented a dispatch optimisation model minimising system cost under carbon, capacity, and contractual constraints.
Robotics Exposure Index for European Labour Markets
Big Data for Development — Group research, Panthéon-Sorbonne
Built an exposure index measuring how susceptible European occupations are to robotics adoption, using Latent Semantic Analysis on patent and job description corpora. Found that middle-wage, routine-task occupations face the greatest automation risk — consistent with labour market polarisation theory.
Digital Outreach Platform & Volunteer Operations
Independent Initiative — Beijing
Founded and managed a digital content platform that scaled to 2,000+ subscribers. Led coordination of 100+ volunteer programmes, including operations training for the 2022 Beijing Winter Olympics. Oversaw content strategy and stakeholder communications.
Healthcare Equity Research
Guosheng Securities — Beijing
Conducted quantitative analysis of pharmaceutical pricing and reimbursement policy. Contributed to analytical reports synthesising regulatory impact assessments for internal publication and client-facing research.