Projects
Fully explainable and human controllable Neural Network Architecture Search. This helps in finding the best NN architecture for your problem without manual fiddling.
Creating object detection deep neural networks for Lidar (3D) point clouds. Used in self driving cars.
Checkout our paper on how to automatically generate infographic (poster) designs by simply proving some cues to the system.
I worked as an Open Source Developer for Mozilla’s Update handling server – Balrog. Access my contributions with this link.
This is the study of classifying user tasks from the eye movements. Presented at ACM ETRA 2019.
Road Accidents in the UK (Analysis and Visualization) poster presented at IEEE VIS 2018.
I developed a synthetic lethals analysis toolkig in MATLAB while working in Raman Lab at IIT Madras.
We designed a real time prediction system for NFL games to predict the chances of winning for each team for an ongoing match.
I studied various optimization techniques to find the near optimal AWS configurations for a given job, by deploying them from command line.
Classify actions from a sequence of images using RNNs. Kaggle leaderboard ranking 31/74.
Prediction of goodness of wine using Ridge Regression and LOOCV Cross Validation technique. Kaggle leaderboard ranking 20/74.
Deep learning project to classify images from the Imagenet dataset. Kaggle leaderboard ranking 12/74.
A simple guitar tuner built in MATLAB. Example code for recording sound and using Fourier transforms with MATLAB/OCTAVE.
An interactive visualization tool to understand large categorical datasets with real time interactions. To appear in proc. of VAST, IEEE VIS, 2019.
I built the game of Frogger and Cannon Combat (Save your car from a cannon) from scratch in C with user interactions.
I created a search engine for Wikipedia with Hadoop’s inverted index in Java.
Android application to predict the upcoming speed bumps on the road. This app is controlled by a Django server.
Book sharing portal and app built with Waterfall Software Engineering methodology in a team of 10. Great Documentation!!
An example of designing 3D scenes with PyOpengl and Pygame. This demo is available on pip.
Android app to grab an English text from image and translate it to Hindi. Thanks to the Tesseract API.