RITHESH Reddy VUNDHYALLA

Experienced Data Analyst with a strong background in data processing, visualization, and analysis. Proficient in Python, SQL, and machine learning, with a proven track record of delivering insights that drive business decisions and performance improvements.

• Market Capitalization Prediction Using Machine Learning, Utilized Gradient Boost and Random Forest algorithms to predict stock market capitalization, achieving high accuracy and demonstrating predictive outcomes with detailed residual plots.
• Delisted Stock Analysis with CRSP Database, Analyzed patterns and impacts of stock delistings using Python and SQL, employing machine learning to identify predictive factors of financial outcomes, enhancing investment strategies.
• Real-Time Sentiment Analysis of Social Media for Market Trends, Developed a Python-based sentiment analysis tool that processes real-time social media data to gauge public sentiment on financial markets, improving trading strategies.
• Automated AWS Resource Management and Compliance, Implemented Python scripts and AWS Lambda for automatic management of AWS resources, optimizing costs and ensuring compliance with continuous monitoring.
• Secure Cloud-Based File Sharing System, Created a secure file sharing platform using Python, Flask, and AWS, focusing on robust security measures and efficient file management for collaborative environments.