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Technical Skills

The tools I build with: Python, modeling, data, and machine learning.

Automated Trading Systems: Built a personal automated trading model derived from QuantProcess. Designing systems that run consistently without intervention.

Dashboard & Interface Design: Built Bloomberg-style browser dashboards for real-time market monitoring. Custom layout, live data feeds, signal display.

Data Analysis: Working with real datasets, cleaning, structuring, and extracting insights. Applied across quant projects and the Gumroad tool.

Excel & Financial Modeling: Advanced. Built production-ready financial tools. Comfortable with complex formula architecture, dynamic outputs, and model design.

Machine Learning: Applied through Numerai. Gradient boosting, ensemble methods, feature engineering, cross-validation in a live competitive environment.

Python: Currently using for quantitative modeling, data analysis, backtesting, and ML pipelines. Primary tool for all project work.