My Projects
A collection of ML, AI, and automation projects I've built.
Options Wheel Strategy
Autonomous options wheel pipeline selling cash-secured puts and covered calls on quality stocks like BAC, SOFI, INTC, and KO with real-time P&L tracking.
S&P 500 ML Trading System
Live ML pipeline streaming 502 S&P 500 tickers via Alpaca WebSocket. XGBoost + LightGBM ensemble trained on 1.3M+ rows with real-time feature engineering.
Crypto Trading Pipeline
Autonomous cryptocurrency trading system with ML-driven signals, real-time market data streaming, and automated position management.
ETF Trading System
ML-powered ETF trading pipeline with sector rotation signals, momentum scoring, and automated rebalancing across diversified ETF baskets.
Pairs Trading Strategy
Market-neutral pairs trading system using cointegration analysis and mean-reversion signals to trade correlated stock pairs with hedged exposure.
Dual Momentum Strategy
Momentum-based trading system combining absolute and relative momentum to rotate between asset classes and minimize drawdowns.
Sentiment-Driven Market Signals
NLP pipeline scoring financial news with a FinBERT ONNX + VADER + TextBlob ensemble. Detects market regimes and generates signals for 50 S&P 500 stocks.
Anomaly Detection Pipeline (Verizon)
Production ML pipeline combining unsupervised and supervised models into a meta-model framework for Wi-Fi router anomaly detection on 5TB+ telemetry data.
RAG Chatbot with Amazon Bedrock (Verizon)
LLM-powered chatbot using Retrieval-Augmented Generation for automated customer support with internal knowledge bases.
SEC Filing Analyzer
Scans EDGAR filings for fraud risk signals — unusual accounting language, related-party transactions, and going concern warnings.
MarketGuard — Manipulation Detection
Detects potential market manipulation patterns — volume spikes, insider dumping signals, and pump-and-dump characteristics.
Financial Digital Twin
Monte Carlo simulation engine for personal finance — models income, expenses, investments, and life events across thousands of scenarios.
Enterprise Monitoring (Bank of America)
Custom Splunk dashboards and Dynatrace APM configuration for L3 production support of enterprise Java Spring applications.