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Catastrophe excess-of-loss pricing for Indian flood, cyclone, earthquake and drought. Conditional WGAN-GP scenarios, GPD tail splice, compound-Poisson simulation, RBC capital and technical premium, compared against lognormal and empirical benchmarks.
Score the indicator chain for India and the US, get a phase reading (early recovery, mid expansion, late cycle, contraction) with a confidence multiplier, and see the sector tilts, ETF menu and deployment rules for that phase.
A Bidirectional LSTM scores ~940 NSE stocks each quarter on the probability of a top-200 return; the 25 highest form an equal-weight portfolio. Ranked universe, portfolio, backtest against the NIFTY Midcap 100, and candid diagnostics, published from the offline model run.