Amazon

Software Development Engineer

• Working on complex business problems to deliver results for an improved user experience.

CSIR - Central Drug Research Institute

Research Intern

• Developed visualizations for European VCs and their investments data.

IBM

Data Science Intern

• Trained Resnet model on ISIC 2017 dataset using 12 app factor methodology & compared performance on vertically scalable GPU environment.

Wipro

Software Engineering Intern

• Worked on two Natural Language Processing Projects.
• Implemented a solution recommender for ticket raising system which is currently in production.
• Implemented a multi-way text summarizer for real time communication sources.

IntuiComp TeraScience Pvt. Ltd.

Research Associate Intern

• Worked on a Learning Management System under the guidance of IIT Delhi faculty Dr. Arpan Kar and Dr. Dipanjan Goswami.
• Implemented the LMS system for Web and Android from scratch.
• LDA tag detection and smart neural network is incorporated into the system.
• Website and Android app are in production.
• Guided junior research interns as an Associate Mentor.

Siamese Sentence Similarity

A Siamese RNN to learn sentence similarity on Quora Question Pair dataset is implemented using Manhattan distance as a distance metric with test accuracy of 82%.

Neural Machine Translation

Implemented a deep RNN Encoder-Decoder model with Attention mechanism and Beam Search decoding for langauge translation. Model's performance is tested by BLEU scoring method. Model is trained on English-Vietnamese parallel corpus of TED talks provided by the IWSLT Evaluation Campaign.

JobsCreed

JobsCreed is a professional networking website which is completely written in Javascript with a Graph Database.

Tourister

Tourister is a location dependent Android app which helps user to get all the nearby places and their corresponding details based on the user’s current location.

Text Summarization

Extractive text summarization on the given input text. A graph is created with each sentence as a vertex and adjacency matrix is created with weight on edges calculated using cosine similarity between each vertex. Google's PageRank algorithm is applied on the created graph to rank each sentence and output the most relevant sentences for summary.

Requests Scheduler

Multithreaded web server is implemented to handle concurrent user requests. The web server's performance to handle multiple requests is evaluated by comparing several scheduling algorithms used in Operating Systems using Apache Jmeter.

Browser Password Decryption

Decrypt your saved passwords and credit card information stored in Google Chrome's local database. Generate insights from history stored in Google Chrome.

URL Shortner

A minimalist and lightweight URL Shortner using Node.js (Express) and Redis.

Biometric Attendance Management System

Biometric attendance system employs an automated system to calculate attendance of staff in an organisation and do further calculations of monthly attendance summary in order to reduce human errors in calculations.

Repeat Manager

A manager consisting of scripts to handle repeatitive tasks on a large collection of files and folders written in Javascript.

Twitter Sentiment Analysis

This live twitter sentiment analysis marks a tweet as positive or negative by running several machine learning classifiers together. All the machine learning classifiers cast their votes on a particular tweet and then the tweet's confidence level is marked.

CIFAR 10

This project tests the accuracies of three Machine Learning models on the CIFAR-10 dataset.

MNIST

Softmax Regression implemented using Tensorflow’s Deep Neural Network is trained on the dataset with a test accuracy of 99.3%.

Bachelor Of Engineering (Computer Science)

Class XII

Class X