Blackbox
// Systematic Research Laboratory. Documenting the intersection of algorithmic trading, data architecture, and machine learning.
Trading Strategies
Mean Reversion Engine
High-Frequency Liquidity Execution System
An automated execution system focusing on gap-fill probability and statistical arbitrage in Indian equities. It utilizes low-latency listeners to monitor volatility expansion and execute trades with precision.
Sentiment-Sync V4
LLM-Driven News Arbitrage Pipeline
A sophisticated technical pipeline that processes real-time global news via private LLM instances. It correlates news embedding vectors with immediate price action to adjust market exposure automatically.
Research Dossier
Quantifying Market Sentiment via LLM Pipelines
Exploring the correlation between real-time news embedding vectors and immediate price action in high-frequency environments.
Parquet vs JSON: Latency in Backtesting
A technical study on optimizing data ingestion speeds for multi-year tick data analysis using columnar storage formats.