Quant & AI research

Research pipelines, trading tools and AI agents, built in Python, JavaScript and React.

5+ years in markets6 projectsPython · FastAPI · React
Flagship project

Nasdaq futures research

2025 – present. Hover over the chart to read each bar.

NQ · E-mini Nasdaq-100 futures · 5-minute bars
Up bar Down bar Opening range Breakout entry Illustrative data, not trading results
Python · machine learning · APIs

Nasdaq Futures Quantitative Research System

A research pipeline that cleans and analyzes 5-minute NQ futures data and tests breakout-based signals. Logistic Regression, Random Forest and neuroevolution models are evaluated out of sample on drawdown, win rate and risk-adjusted return (backtested). An API-integrated execution layer handles position sizing, logging and risk controls.

Raw data
Clean
Features
Models
Backtest
Risk & execution
Claude · Python

AI Research & Workflow Agents

Claude-based agents for market research, strategy ideation and code-generation support, used to speed up the research loop behind the trading work.

Agent Research Ideation Code Markets
Builds

Tools I've built

Trading apps, models and dashboards.

PolyTrader

Deployed

A trading app connected to Polymarket, with a FastAPI backend and a JavaScript front end. It runs on a Vultr VPS as a systemd service, so it stays up and restarts on its own.

FastAPIJavaScriptPolymarket APIVultrsystemd

Gold risk monitor

In development

A bot that analyses gold market conditions and outputs a risk level, from low to high.

PythonMarket dataRisk modeling

Pattern-scanning bot

Built

A trading bot built in React that scans price charts for chart patterns.

ReactJavaScriptTechnical analysis

Personal command dashboard

Built

A React dashboard with a dark terminal look that tracks tasks, Instagram analytics, gym training and a trading logbook in one place.

ReactData visualizationProductivity
Markets

Market experience

What I trade, how I study it and what I build with.

Experience
5+ years of active trading·Crypto·Futures·Equities
Methods
Market structure and order blocks·DOM and depth analysis·Large-order (whale) tracking·News and macro·Algorithmic systems
Modeling
Logistic Regression·Random Forest·Neuroevolution·Out-of-sample testingEvaluated on drawdown, win rate and risk-adjusted return.
Study
Professional quant workflows and foundational academic literature
Stack
Python·FastAPI·JavaScript·React·REST APIs·Vultr VPS·systemd·Cloudflare
AI tools
Claude·Perplexity·Gamma

This page describes personal research and projects. Nothing here is investment advice or an offer to buy or sell any financial instrument, and charts use illustrative data. See the terms of use.