SVSS TRADING (PTY)LTD

PROJECT

Trade Data Pipeline & Predictive Modelling for Algorithmic Trading

Built a scalable data pipeline to gather and process trade and stock option data for backtesting and algorithmic trading strategies. Provided clean datasets to machine learning models for price prediction, enhancing real-time trading decisions.

Responsibilities

Implemented frameworks for testing algorithmic strategies with historical data

Collaborated with ML teams to provide clean datasets for price prediction models

Automated real-time data gathering for trade execution and analysis.

Developed data pipelines to collect and process trade and stock option data for backtesting.

Technologies

Python

AWS EC2

Pandas

AWS S3

SQL