Société Générale
Cross-Asset Risk Trainee
Built market-risk analytics and Power BI dashboards (3 days → 10 minutes, still in use 3+ years later) plus real-time NLP web apps for the cross-asset risk desk.
3 days → 10 min
Reporting time
3+ yrs
Dashboards still in use
BERT
Real-time sentiment apps
What I worked on
- Produced daily reports analysing same-day market news and policy changes for group-wide stakeholders.
- Joined the Data Science Lab team, independently applying Lasso regression and PCA for global asset movements and cross-asset stress testing.
- Built Power BI dashboards cutting report time from 3 days to 10 minutes — still in use 3+ years later.
- Built real-time web apps for Twitter streaming and news scraping, leveraging BERT for sentiment analysis.
Market RiskPower BIPCABERTNLP