Nugget by Zomato · Indraprastha Institute of Information Technology, Delhi
I’m a Computer Science graduate from IIIT-Delhi passionate about Artificial Intelligence fields like Information Retrieval, Machine Learning and Natural Language Processing. I enjoy tackling algorithmic challenges to sharpen my skills in Python, C++, and frameworks like PyTorch and TensorFlow. Always eager to learn and collaborate with others who share a love for technology and innovation!
• Developed an AI-powered news generation agent that scrapes and summarizes web content and news articles based on user queries, improving information retrieval efficiency by 60%. • Deployed and monitored the solution on a Docker supported platform as a real-time news creation platform, serving over 1,000 dynamic queries per week.
- Designed and implemented a complete pipeline for an AI-driven news summarization agent using GPT-4o-mini, utilizing prompt engineering and small sentence transformers to produce both concise summaries and in-depth insights across diverse news topics. - Achieved a 70% improvement in execution speed through performance optimization using sentence transformers - Refactored and restructuring the entire pipeline for better readability, maintainability and code quality. - Developed an event recommendation system for Probo users, enabling them to engage with and trade on events aligned with AI-curated news content.
Large Language Models (LLM) and Amazon Web Services (AWS)
Augmented 30% and 50% of a dataset containing 30,000 protein sequences using Large Language Models (LLMs), to achieve improvement in Mean Absolute Error (MAE) for melting point predictions using Regression Analysis