Projects
6 case studies — Backend Engineering, Data Science & Quant Finance
EY Data & AI Challenge
Scalable model automating environmental risk assessment from satellite data.
Pythonscikit-learn
Budgeting Dashboard
Full-stack personal finance dashboard with custom FastAPI backend, OAuth, and CI/CD pipeline.
ReactFastAPISupabasePython
Data Analytics Case Studies
End-to-end ML pipelines — from async web scraping to XGBoost and BERT model comparison.
PythonXGBoostBERTWeb Scraping
ML From Scratch
Core ML algorithms implemented from first principles using only NumPy — building deep mathematical intuition.
PythonNumPyMathematics
Order Book Engine
High-throughput system modelling market liquidity and minimising execution slippage.
C++Pythonpybind11
Sample Store Tableau Dashboard
Executive-level retail analytics — surfacing profit leakage by category and region.
TableauSQLExcel