rishi mallela

Utilized Python-based video labeling tools to extract and annotate soccer match data from 500+ hours of footage for ML analysis. Supported training and evaluation of ML models, achieving 95% accuracy in game state prediction and contributing to a 10% increase in team win rate by providing data-backed insights.

Supported financial operations for over $200B in managed assets, focusing on annuity processing, data validation, and transfer workflows optimization. Conducted detailed asset and annuity data analysis using Microsoft Excel to ensure accuracy and compliance in client portfolio transfers, maintaining 95% client satisfaction.

Extracted and analyzed over 1M NFL player records using MS SQL and ViVE, improving coaching decision accuracy by 15%. Developed 10+ ViVE BI dashboards, cutting manual reporting time by 30% and enabling real-time insights, while streamlining data workflows with process intelligence to reduce bottlenecks by 25%.

Analyzed customer purchases and sales trends using Excel, supporting data-driven marketing strategies and exceeding sales quotas by 100%. Utilized POS Analytics to forecast inventory needs, reducing stock shortages by 20%, and collected customer feedback to identify process improvement opportunities, increasing sales by 30%.

Pursued a Bachelor of Science in Business Analytics, focusing on data-driven decision-making and analytical techniques. Additionally, completed a minor in Business Administration to gain a broader understanding of business principles.