Analyzed speeches from the UN General Assembly using LDA and Topic GPT, revealing the distinct strengths of each model. LDA identified overarching themes such as peace and security, providing a wide-angle view of global concerns. In contrast, Topic GPT delved into more nuanced issues like climate change and human rights, offering a richer, more detailed perspective on international discourse.

Developed an advanced algorithmic trading system leveraging CNN to forecast minute-by-minute price movements of the BankNifty index. The system achieved notable predictive accuracy, and showed promise for profitability in trading under live market conditions.