ESaaS Music
December, 2021
Web application to search and transfer playlists across platforms, from Spotify to YouTube and vice versa. Less Effort, More Listening.
Ruby
Rails
SaaS
Smart Photo Gallery
November, 2021
A photo album web application with an intelligent search layer that can be queried using natural language through both text and voice.
Cloud
Python
AWS
Dining Concierge AI
October, 2021
Serverless, microservice-driven web application to send restaurant suggestions through user conversation.
Cloud
Python
AWS
Depth Estimation & Segmentation
May, 2020
Given a foregorund image and background image, generates the depth map and foreground mask.
Tensorflow
Deep Learning
Vision
Yolo V3 - Custom Object Detection
April, 2020
Trained YoloV3 object detection network on a custom dataset of minions using transfer learning.
Tensorflow
Deep Learning
YoloV3
Video Captioning hLSTMat
April, 2019
A video captioning framework which decides whether to use the visual information or language context to generate the next word.
Tensorflow
Keras
Deep Learning
Arithmetic Word Problem Solver
May, 2018
Solves simple arithmetic word problems involving addition and subtraction in natural language.
NLP
Python
Context Sensitive Spell Checker
March, 2018
Spell Checker which provides spelling corrections using context and phonetic algorithms.
NLP
Python
Image Classification CNN
March, 2018
Implemented a CNN for image classification on Fashion-MNIST dataset and applied guided back-propagation for visualisation.
Tensorflow
Deep Learning
Network Security
November, 2017
Implemented Kerberos v5, SSH functionality and simulated network attacks after setting up an IDS, using Mininet and Snort.
Networks
Security
Python
C
Sparse Graph Coloring on GPU
November, 2017
Implemented a parallel speculative greedy algorithm for graph coloring on large scale datasets.
CUDA
GPU
SUSI Web Chat
June, 2017
Worked on SUSI WebChat under FOSSASIA during GSoC'17. SUSI.AI is an intelligent Open Source personal assistant.
ReactJS
Material UI
AI
GSoC17
SUSI Skill CMS
June, 2017
Worked on SUSI Skill CMS under FOSSASIA during GSoC'17. SUSI.AI is an intelligent Open Source personal assistant.
ReactJS
Material UI
AI
GSoC17
Proxy - CV Attendace System
May, 2017
Uses face recognition to identify students from images of the class and record attendance.
Django
Python
Computer Vision
Twitter Streamer
May, 2017
Twitter Play - Kafka filters the real-time tweets based on the keywords and location and visualises on a map.
Kafka
Django
Python
BloodBankInfo - Database Management System
April, 2017
Designed my own database including relational schema and a Python interface for SQL queries.
DBMS
PostgreSQL
Python
Computer Networks
March, 2017
Collection of programs covering different aspects of Computer Networks.
Java
Networks
Pattern Recognition - Neural Networks
November, 2016
Matlab program to visualize datasets and build classification models.
Machine Learning
PR
MATLAB
Pattern Recognition - Bayes Classifiers
October, 2016
Matlab program to build classification models using KNN, Naive Bayes, Bayes and HMM.
Machine Learning
PR
MATLAB
Compiler for Macro - Java
October, 2016
Through six phases, we designed a compiler for subset of Java called Macro-Java using Flex, Bison and JavaCC in C and Java.
Java
Flex
Bison
Compiler
Data Visualisation using D3.js
October, 2016
Analysis using D3.js Bar Graphs for Sector-wise Physical Performance of Districts in India.
D3.js
JavaScript
Data Analytics
Reverse-Delete Algorithm
May, 2016
Graphical visualisation of Reverse-Delete Algorithm on any input weighted graph.
Graphviz
Tkinter
Python
Data Compression - Huffman Coding
April, 2016
Simulation of packet transmission in a noisy channel using Huffman encoding-decoding.
Huffman
Channel Transmission
C
Regular Expression Validator
April, 2016
Implementation of a Regular Expression String Matching Algorithm
Regex
Python