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Final Year Project - Smart Traffic Management System
Real-time object detection using YOLOv5, PyTorch, and OpenCV to detect emergency vehicles and eliminate congestion. -
AI News Summarizer An AI news summarizer with text summarization and a recommendation system using BERT and FAISS for efficient similarity search using NLP pipelines and vector databases.
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Generative AI Experiments
Implemented GANs, VAEs, Multimodal RAG, CNN, RNN, and Transformers for text/image generation and classification using TensorFlow & PyTorch. -
Apache Spark - Big Data Analysis
Leveraged PySpark and Pandas to process large-scale Amazon review data; visualized insights using Tableau and D3.