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Saptarshi Chatterjee's Projects

airqualityanalysis icon airqualityanalysis

The objective of this assignment is to gain experience in developing MapReduce programs. As part of this assignment, you will be working with data collected from the EPA’s Air Quality System (AQS) using Apache Hadoop version 3.1.2.

cs455-overlay icon cs455-overlay

This is the first project undertaken as a part of the CS455 course at CSU where we designed a logical overlay over a set of nodes and passed information around just by exchanging messages

facialauthentication icon facialauthentication

This was the project undertaken as part of the Machine Learning CS545 course. The objective was to build a rudimentary facial authentication agent using Siamese Networks(Siamese Like CNNs) hich work on the principles of One-Shot Learning.

hits-wikipedia icon hits-wikipedia

This project was part of CS535 Big Data course taught by Dr. Sangmi Pallickara.

pubganalysiscs535 icon pubganalysiscs535

Term Project for CS535 Big Data (analysis of PubG Dataset) employing Apache Spark and Distributed PyTorch

scalableserver icon scalableserver

SCALABLE SERVER DESIGN: USING THREAD POOLS & MICRO BATCHING TO MANAGE AND LOAD BALANCE ACTIVE NETWORK CONNECTIONS

twitterpopularhashtags icon twitterpopularhashtags

The task was to design and implement a real-time streaming data analytics system using Apache Storm. The goal of the system is to detect the most frequently occurring hash tags from the live Twitter data stream in real-time.

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