Embedded Files
Hospital Management Systems:
As a part of the Database Management class, I built a Hospital Management web portal. The goal of this project was to help doctors manage their appointments and keep track of patient's recovery by sending them timely reminders. On the other hand, the portal also allowed registered patients to view doctor's calendar and request appointments. Working on this project helped me understand some basic database concepts including PHP and MySQL.
Vehicle Parking System:
The idea for another project for the Software Engineering class stemmed from observing local area parking problems. I built an android Online Parking System that allowed people to locate free parking spots and request reservations beforehand. I also included a payment gateway to help users pay online while requesting their spot reservation.There is also a chat-box linked with the project which will give information for the naive users about how to use the app.
Graphics library development:
Developed the graphics library for 2D and 3D transformation of the polygon images,Rasterizing the polygon objects,Clipping the polygons,Painter's algorithm on polygons,Half-toning and Gouraud Shading on the polygon images.
Developed graphics library for Beizer and B-Spline curves within the specified points in polygon.
Viterbi Algo
Natural Language Processing: Text analysis
- Developed models like Unigram, Bigram, Smooth-Unigram, Smooth-Bigram model these model are used for spelling correction
- Hidden Markov model using Viterbi algorithm to predict best possible next
- Also developed Naive Bayes used for doing sentiment analysis of the movie review by classifying them to positive and negative.
Computer Vision: Image Analysis
- Developed algorithms for image resizing by implementing Seam Carving algorithms
- By making use of Hough Space transformation we can find the center of circle with fixed radius.
- Creation of visual vocabulary and Retrieving the images with similar patches as query image by using Bag of Words Histogram
SIFT Descriptors
Seam Carving
Parallel Computing
- Developed Gradient Descend and Logistic Regression algorithms and optimize their gradient function so that it will work with sparse data as well
- Developed multiprocessing code which allow multiple process to take part in performing computation on the algorithm.
- Developed K means clustering algorithm which allows sparse data matrix as input.
E language to C language Parser in Java:
- Parser developed in Java which will translate the code from E language to C language.
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