Hello there! I'm Archit, a tech enthusiast and a software engineer. I am currently working for Oracle, Inc in the Oracle Cloud Infrastructure Team as a fresh grad. Prior to that I completed Masters in Computer Science at University of Florida. I am a good problem solver and I like to take on challenging problems.
A terminal-based multithread Peer-to-Peer File Sharing program based on implementation of important BitTorrent features. Created in Java Language using Socket Programming, including features choke/unchoke, chunking/merging, logs and handshake.
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• Created a graph based on Netflix’s Customer-Movie ratings. Different criteria were chosen for creating the adjacency list for better understanding of the customer rating patterns and the graph was then put into use on popular graph functions to find analysis.
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A SQL based data analysis and visualization web-based project to understand various accident patterns in UK. The project includes various insightful yet complex SQL queries that can be displayed on many type of graphs.
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A project to find out the N most popular hashtags appeared on social media. Created by implementing a max Fibonacci Heap in Java.
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Data analysis of all the Airplane crashes since 1908 till 2010s. Scatter plot of fatalities, histogram of crashes over years, months of the year which results in more crashes and what time during the day has most crashes and many more insightful data visualization and analysis.
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A classic Deep Learning and Computer Vision project that recognizes digits from 0-9. Got into top 100 submissions on Kaggle with an accuracy of 0.9983.
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Pneumonia is a common lung infection where an individual’s alveoli fills up with fluid which forms cloudy like structures. In this paper, the use of EMD to correctly identify infected pneumonia lungs from normal non-infected lungs is shown. EMD, also known as Earth Mover’s Distance is the distance of two probability distributions over some region D. We pre-processed the images, re-scaled, rotated and normalized the intensity such that we have a set of uniform size/shape of lungs X-Rays and then we calculated EMD on them and images with a certain threshold were predicted as infected with an accuracy of 84%.
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Video Content Analysis also referred as Intelligent Video Analytics is used to detect, track and analyze the movement and behaviors of objects and humans. The technical uses of video content analytics are face recognition, license plate recognition, tracking a moving object, searching for an object, identifying the geographic location of something, detecting suspicious activities etc. This paper shows and reviews various algorithms and methods for the applications of the video content analysis.
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