Ask 485 Search Engine
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Designed and deployed scalable search engines similar to Google, leveraging advanced concepts like PageRank and TF-IDF for efficient data retrieval. Created a segmented inverted index using a MapReduce pipeline to handle large datasets efficiently.
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Implemented server solutions with REST API services, facilitating efficient index management and query processing. Enhanced search precision and processing speeds for web and Wikipedia page datasets through optimized query algorithms.
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Developed user-friendly front-end interfaces using JavaScript and React to improve UI/UX. Integrated advanced search functionalities and real-time result rendering, ensuring a seamless user experience.
Technologies Used: Python, MapReduce, REST API, HTML, CSS, tf-idf, Hadoop, Flask, React