liquidity-analysis

A high-frequency market agent built to eliminate human latency. It doesn't just watch prices but it hunts volatility while automating the desk's entire audit trail in real-time.

Automated pool discovery and configuration generator for Solana DEXs using GeckoTerminal API

Professional trading signal platform for prop firm challenges with automated FOREX and Crypto analysis

RBI-grade market regime detection & liquidity stress modelling using volatility, yield curves, and ensemble HMMs.

An AI-powered cash flow forecasting dashboard built using Excel, Power BI, and financial modeling techniques to analyze cash inflows, outflows, liquidity risk, and working capital trends. The dashboard provides interactive visualizations, forecast insights, and key KPIs to support FP&A and business decision-making.

Visualizing market microstructure through a "living" organism lens. A React/Vite prototype for replaying order-book stress, liquidity clusters, and price pressure.

Real-time Polymarket prediction market liquidity data via x402 micropayments. Order book depth, spread analysis, and market efficiency scoring. Pay $0.005 USDC per request on Base. No API key required.

VenueWatch normalizes, measures, and statistically validates real-time order book liquidity, execution slippage, and infrastructure reliability across Binance, Coinbase, Kraken, and OKX.

📉 Model market regimes and liquidity stress using advanced analytics to enhance financial stability and assess systemic risks effectively.

A DAO CFO risk console with self-funding HTTP 402 micropayments for market data escalation

Real-time quantitative engine for L2 Limit Order Book reconstruction and liquidity analysis. Implements non-blocking async pipelines to synchronize REST snapshots with high-frequency WebSocket deltas. Engineered to detect hidden iceberg liquidity and spoofing patterns, utilizing 1D-CNNs for real-time stress forecasting in fragmented crypto markets.

Financial statement and funds flow analysis evaluating working capital and liquidity for Megha Agrotech Pvt. Ltd. (2019–2024).

A geometric and option-theoretic characterisation of liquidity in Uniswap V3: liquidity surfaces, static replication and implied volatility of impermanent loss, functional PCA of the liquidity profile, and pathwise LVR. MSc thesis code, processed panel and manuscript.

On-chain analysis comparing IXS/ETH execution quality and LP performance before/after migration from UniswapV2 to an Arrakis-managed UniswapV4 vault.

🦎 Automate pool discovery and configuration for Solana DEXs, enhancing arbitrage trading and DeFi research with ease and precision.