COVID-19 Information Analysis, Generation & Visualization

COVID-19 is a dataset which consists of metadata, abstract and papers related to coronavirus research. The participants are expected to apply Natural Language Processing techniques to summarize and analyse information. They also need to visualize textual information. The participants can develop a Question Answer System which will answer questions posed by researcher/user. The participants may also explore the option to generate new related information based on existing content in the dataset

Tech Stack

Python or Julia should be used alongwith NLP,ML

DeCOVID

The project aim is to get the details of the nearest hospital for COVID-19 and also show the daily updates on the website like tip of the day and how many people are currently COVID-19 patients.

Tech Stack

HTML, CSS, JS or React, Google Maps API

Highly Secure, Scalable Application, Monolithic to Cloud Native Application Lifecycle

The Goal is to share the underneath working of Cloud Scalability without compromising security at any layer. Depending upon the team I would guide to build Multi-tier WordPress Site/blog on Digital Ocean and then how it will convert it into docker containers to work on Digital Ocean Kubernetes Platform which will show the power, agility, Following the CI/CD in automated fashion along with proper monitoring.
My vision is to give real world learning so the team will be ready for the actual work in their future rather than just be cool for a hackathon.

Tech Stack

LAMP, WordPress, Linux, Kubernetes, Digital Ocean

Remote Work & Education

Due to the uncertainty of the time-period for which the lockdown is going to continue, it is in some ways affecting the education of students. The teachers are sending study materials and conducting exams but are not able to actually track the overall progress of the student. A solution needs to be developed which allows students to connect to like-minded students from different universities filtered using a common interests or skill sets, allowing every student and teacher to have a profile of their own and students can connect to any teacher they want, a shared platform provided to every teacher so that he can share resources to all at one place and every student should give online exams in the web or app which should be uto-graded and the individual score should judge the student but the average score of all the students in that particular course should judge the teachers capability and hence both student and teacher will be evaluated and the areas needing attention by both the student and the teacher will be highlighted. Meanwhile the student while studying will come across some checkpoints, basically small tests and based on their scores their progress shall be determined. There is a shared credit system available in the country and the same should be followed here and the credits earned by the students by studying their subjects should be transferable. A practical learning approach needs to be adopted instead of just following the age-old traditional theoretical approach so every subject at the end would require the student to create some project which possesses some practical value to validate the learning of the student.

Tech Stack

Python, Django,HTML5, CSS, Javascript, Ajax, Jira

Voice based web browsing for disabled people using Cloud APIs

Speech-to-Text enables developers to convert audio to text by applying powerful neural network models in an easy-to-use API. Use a Cloud API that recognizes different languages to support Disabled people to have more smooth browsing experience.

Tech Stack

Google Cloud Platform, Text-to-Speech API

Come up with a cloud-based solution to tackle food security.

Food security has been a challenge in most developing countries. We have had problems in putting in place systems that ensure inclusive and equitable food distribution that address the dual burdens of under-nutrition and obesity to ensure full human potential.

Tech Stack

JavaScript, React, MongoDB, AWS/GCP, HTML, CSS, Node

Face Mask Detector

It is not easy to detect faces with masks on it and still there will be need of two things
1. Face Detection
2. Checking whether there is mask on face or not

The Telangana government also did it for their CCTVs and before that I was working on a research paper based on this. So would like to see more innovative ways to solve this problem other than basic CV or Deep Learning or maybe you can use some other algorithms too

Tech Stack

ML, Computer Vision

OptStore- optimized cloud storage system using Decentralized file storage

One of the issues we might come across over every IT organization is the huge investment that is needed for Storing and retrieving large amounts of data, specially the media files on the usual centralized servers. Storage and maintenance becomes a hurdle here.Other difficulties while encountering high traffic on these centralized systems are crashing and inefficient performance.Uploading and downloading the media content involves high time complexity, mostly for bandwidth limited users in our country.
About OptStore- Using IPFS infrastructure, a decentralized storage network will be built. Chunks of the media file can be stored in multiple nodes on the network Using this IPS architecture, data can be retrieved from these nodes parallelly when a user requests for a certain media file, be it text, an image or a video,thereby reducing the retrieval time drastically.
A Progressive Web App that enables a cross platform interface for uploading and listing the user's files is to be built. Simply, it will be a universal decentralized cloud files storage platform. Downloads take much less time. For GPU heavy computations, Distributed Machine Learning can be achieved. This will reduce Server costs to a significant extent and completely removes redundancy. Also, we can see an increase in download speed.
Another futuristic application could be files could be stored on all devices all over the world to form a huge connected network of data and devices constantly interchanging information and during on device computations to deliver unmatched results which are accurate and quick. More gamification and AR/VR features can be integrated as well.
- Need to brainstorm on whether blockchain frameworks can be used for better security

Tech Stack

• Cloud Platform -Digital Oceans
• Any open source Tools for building IPFS infrastructure.
• Developing Tools for web API like Postman, Swagger, Jmeter, Apigee
• Any open source tool and framework is fine which can accommodate all necessary features.

JEE Ranger: A competitive platform for JEE aspirants

To develop a platform to train JEE aspirants. The platform will have various questions with ratings. The platform will hold 4 contests per week and then it will contain questions from all the three subjects like Physics, Chemistry and Maths. It will be similar to that of Codechef or Codeforces platform but different as we will be adding up more features like it should also organize weekly contests in the JEE format. It should also allow students to put up blogs or tutorials in the platform.

Tech Stack

Frontend: HTML/CSS, JS OR ReactJS
Backend: [Laravel]PHP, MYSQL OR Django Framework + AI [For Analyzing Each User Profile]

Post COVID-19 solution for Service Sector

This pandemic of COVID-19 has been disastrous for small scale service jobs as these companies had never thought of work from home culture. Unavailability of this facility had taken away many jobs and the employees are not getting paid. The project goal is to build a platform for these companies and provide a solution to these companies on how to develop work from home culture as this pandemic is not going to end soon. This idea is for the prevention of jobs this time and in the coming future if ever similar conditions prevail. This would also help new startups in building their dominance in the industry.

Tech Stack

Python3, Google Cloud Platform, HTML, CSS, Machine Learning

Implement a Post COVID-19 Solution for Economic Sector and Technical Domains

The time we are facing right now in this lockdown has put everyone into a lot of trouble whether it is financial, emotional, physical, or mental agony. Due to this pandemic, many of the University graduates or Pre-Final year graduates have lost their Pre-Placement offers or their daily jobs and many of them are facing its worst consequences like canceling of Internships, Volunteering, Administration jobs, etc. So keeping in mind the current situation of COVID-19 pandemic, a machine learning-based solution should be implemented using cloud resources in which a participant has to briefly summarize the current disastrous situation of COVID-19 at first and then analyze the domains where have been the scarcity of jobs and how it has affected the people's lives and the current economic growth. After analyzing the consequences and other measures one should develop a machine learning-based solution predicting up the domains which are going to rise and the technical fields and stack where one should learn and contribute to rise their very own startup or come up with cracking out a job offer from a big multinational corporation Post COVID-19 situation.

Tech Stack

Python 3 or Julia, Matplotlib, pandas, Scikit-Learn, GCP, HTML, CSS

The ultimate Placement Preparation Portal

We aim to help students in their careers by providing them a platform to enhance their skills and prepare them for industry level coding challenges. An all-in-one application where students can retrospect their activity by practicing coding questions, find/post ideas for projects which can help them in interviews, practice aptitude tests, enhancing their communication skills, connect with mentors for guidance, Working on several live projects,apply for jobs/internships through job openings, find relevant examples for resume building. Deployment of the project to cloud. In house application for colleges , which has a lot potential.
In Short - Just like Facebook is been used , we can build an interactive portal , where we talk about all activities taking place in and around our college related to technical stuffs and not neglecting the non tech skills like ( Entrepreneurship, Soft Skills , Personal Branding etc) More clarity can be given when we start working on it , with all the detailed features.

Goals

• Implementation of all the use cases with the frontend having Dashboard kind of view.
• Implementation of backend which serves the main point for all APIs.
• Content Creation.
• Content design.
• Deployment to cloud.
• Conversion of web App to mobile App.

Tech Stack

• Frontend - HTML/CSS /REACT JS -Backend - MongoDB , Node JS , PHP
• Automatic chat bot
• For assistance mainly - Python , ML -Data Analysis
• At later point of time once everything is set (Recommendation System)
• Web Scraping
• Cloud Service - The tech stacks can be flexible until and unless it meets the required needs

Community Management Platform

We aim to help community meetup organisers by providing them with the required analysis of the students so that they can understand which college has the most reach and which college need for growth. So, that they can aim to the right audience for the growth of the community and helping students to get aware of the latest technologies.

This platform will indirectly help the students who are unseen in volunteering small things and get valuable feedback on their work. So, that they can learn as well as volunteer contributed to the community.

Goals

• Implementing a dashboard for organizers and platform for students where they can volunteer
• Implementing API using NodeJS which will serve as our sole backend.
• Progressive Web App ( Offline Application )
• Creating Design for the Platform
• Deployment to DigitalOcean

Tech Stack:

• Frontend: React Framework
• Backend: NodeJS, DigitalOcean