Developed a scalable real-time stock recommendation system using Python, Spark, Hadoop, and Docker on Ubuntu. Processed millions of streaming data points for accurate stock predictions. Integrated a risk assessment module with sentiment analysis of 500+ financial news articles, enhancing prediction accuracy and providing actionable market insights.