Worked with 2 others to predict country from which user belongs, based on his tweets, tried and tested various machine learning algorithms during the process.
Project to detect if 2 questions sematically means the same thing. Based on Data set released by Quora
Tried 4-5 approaches from basic to deep learning BiDirectional LSTM.
Building Automatic system to Detect if the symptoms described by the patients are due to the adverse reaction of the 2 drugs which patient is already taking.
Single layer neural network implementation based on Cross Entropy and NCE for finding the best vector representation of the words.
Implementation of the Dependency parser as per the paper "A fast and accurate Dependency Parser using Neural Network" and different experiments with the approach in order to explore different setups with their effect on the accuracy.
Performed different type of feature extraction tasks for the given training and test data in order to predict whether the given sentence contains "educated from" relation or not including feature extraction from the dependency parse tree of the sentence.
Implementation of merge system call which merge sort 2 sorted files and generated the output file.
Individually worked on developing a system to trace all user's operations on files, added via stackable filesystem, traces stored in non-readable repayable file, ioctl support to customize the system call listing to trace.
Worked with 2 others on developing framework in linux kernel to support custom implementation of system calls, a process can notify kernel to use default or custom system call vector
Designed and implemented this website.
Visualization of how people immigrate across different countries in the world. Include interactive visualizations of the data from past 10 decades.
My first try to implement a interactive visualization in D3. Provide a dynamic bar chart and pie chart visualization of basket ball player data.
IMDB movie data analysis including dimension reduction from 10 to 2 using PCA and MDS. plotting dimensionally reduced data and analysing both the approaches.
As part of this project we built a CNC Mill. Used Laser cut and 3D printed parts. wired up the electronics and used grbl for software communication with the machine.