Atul Kumar

Insta Delete

Desktop application to delete all your chats on Instagram.

Taregted YouTube Advertisements

Segregating YouTube videos that are relevant to the product and aligns with the company ethics for displaying advertisements.

Reinforcement Learning - Recommendation Systems

Article Recommendation System using RL Algorithms - Deep Q-Networks and Double Deep Q-Networks.

Gesture Controlled Media Player

Control your media websites such as YouTube, Netflix, Spotify & PrimeVideo using hand gestures.

Sales Chatbot - BuyNet

Whatsapp chatbot built using RASA Framework that helps users in purchasing electronics from Amazon.

Speech Search

A Google Chrome Extension that converts text search boxes into speech enabled search boxes

Sales Beat Plan

Using Genetic Algorithms to solve Vehicle Routing Optimization Problems with customizable constraints, given the latitude and longitude of the regions of interest.

KYC Automation

Developing an OCR from scratch using a CRNN Model to extract data from KYC documents - Aadhar Card, PAN Card, Driving License and Marksheets.

Beer Count

Classifing beer bottles and finding the count of each category from an image of a Refrigerator.

Yolov3 is used for Beer Bottle detection and Content Based Image Retrieval is used to maintain the count.

Montage

Multiple images are captured in the same frame having different blurred regions. Montage is used to produce a clear image from these images.

News Nation

Scraps news headlines from Times Of India for all the Indian States and UTs, classfies them into different news genres and sends them to a given email address.

Smart Rockets

Implementing a genetic algorithm from scratch to create "smart rockets" (based on a simulation by Jer Thorp).

The rockets evolve to find the "best" path to a target, moving around obstacles.

Image Stitcher

OpenCV Algorithm to stitch images with some overlap that are taken from a camera that is moving in a 2-Dimensional Plane : Microscopy or Aerial Photography.

Graphite Flake Classification

Applied Geology : Master's Project

Identifying the quantity of each of the 5 types of Graphite Flakes in Grey Cast Iron to predict the properties of materials.

Kharagpur RoboSoccer Students' Group

We Build soccer playing robots that are monitored through the overhead camera.

I worked on Savitzky-Golay filter which is applied to camera feed for missing frames.