VC Startup Analyzer

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

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.

VC Startup Analyzer

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

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.

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

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).

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).

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.