VC Startup Analyzer

AI tool for VCs to analyze startup potential using funding, leadership, and media data from the startup's website.

Sentiment analysis on financial news

Track the emotional tone of daily financial news and analyze how it correlates with market moves.

Create a daily sentiment index and chart it over time.

Yield Curve Fitting (Nelson–Siegel)

Build a smooth term‑structure model to price interest‑rate products.

Pull government bond yields for various maturities (e.g., 1M, 3M, 2Y, 10Y).

VC Startup Analyzer

AI tool for VCs to analyze startup potential using funding, leadership, and media data from the startup's website.

AI-based Startup Risk Scorer

Build a tool that predicts the financial survival chances of early-stage startups based on limited available data.

Train a classifier (Random Forest, Logistic Regression) to output a risk score (0–1).

Statistical Arbitrage Strategy Backtester

Identify and exploit mean‑reversion opportunities across paired assets.

Backtest the strategy over historical data, reporting P&L, drawdowns, and Sharpe ratio.

Clutch Player Predictor – NBA/NFL Edition

Use machine learning to predict which players consistently perform under high-pressure situations.

Identify clutch scenarios (e.g., final 2 minutes, close scores).

Intraday Price Prediction with LSTM

Leverage sequential models to forecast short‑term price movements.

Backtest a simple “long if up, short if down” strategy and report metrics.