Projects
The Fantasy Team Recommendation System is an AI-driven solution tailored for cricket enthusiasts, providing optimized team selections for IPL matches by analyzing historical data and leveraging advanced machine learning techniques.
Technology:
QLora, Fine-Tune, 2-shot Prompt Engineering
Timeline:
Feb 2024 - April 2024
Key Achievements:
Fine-tuned Gemma using QLORA on a comprehensive cricket dataset, achieving a 10% improvement in ROUGE scores for cricket-related text tasks.
Developed an algorithm to transform unstructured IPL historical data, including player stats and match scorecards, into a structured format for precise analysis.
Utilized advanced prompt engineering with a 2-shot approach, boosting prediction accuracy to 85% for IPL team recommendations.
