Sessions

Gandalf: Devspace Project

Sep 2023

The Gandalf Model is a deep learning solution designed to protect young web users from harmful online content. Using DistilBERT and BiLSTM, it classifies websites into ten categories, including NSFW, with 80.1% accuracy. Trained on over 400,000 labeled entries, the model outperforms traditional approaches and can be integrated with a proxy server to block access to undesirable sites, enabling safer internet use.

NLPMachine LearningCybersecurity

Local Communication Without Internet

Jan 2023

This demo highlights an innovative way to communicate without the internet by using light signals. Watch how data is transmitted seamlessly through light, enabling offline, wireless communication.

Python

Let's Dabble with Kaggle

May 2022

Kaggle is an online community platform for data scientists and machine learning enthusiasts. Kaggle allows users to work together on data science problems, locate and publish datasets, use GPU integrated notebooks, and compete with other data scientists. In this rendition of ExploreML, we will get acquainted with Kaggle through a hands-on session of the ins and outs of the platform.

Machine Learning

Git.Set.Go

Oct 2021

Git.Set.Go will help you cover the topics of Git and we will help you find your very first contribution to open source with a PR. This will indeed give you a kickstart on how to apply your wonderful programming language skills on real time applications like Django and Flask or Node.js and React.

GitGitHub

DSC Afterhours - Let's Talk ML

Jul 2021

In this podcast of ‘Let’s Talk ML’, students participating will be talking about their journey in the domain of Machine Learning. Wanting to support every listener in their journey, we will put out resources that help them get started. Apart from this, we will bring forward projects that we have worked on to give the listeners an idea as to what all they can build in this domain! The podcast will be wrapped with an insight of the capacity of this domain in the near future.

Machine Learning

TRIEPAD: A Smart Notepad

May 2021

TRIEPAD is an intelligent notepad built as a Data Structures & Algorithms project. It uses trie data structures to predict the next word and provide real-time autocompletion, enhancing typing speed and efficiency.

Data StructuresAlgorithmsJava

Odin: Devsoc Project

May 2021

A Discord bot built with Python and TerraForm to create cloud-based virtual machines on AWS, Digital Ocean, and others.

DevOpsTerraformAutomation

HackOff: Sentival

Dec 2020

This demo showcases our tool that helps identify the subtle, subconscious biases embedded in written articles. By providing an unbiased analysis, it empowers readers to better understand the author's perspective and make more informed interpretations.

NLPMachine Learning

Voice Enabled Robotic Navigation System

Oct 2020

Using ROS, turtlebot simulation and state of art voice recognition and Natural Language Processing capabilities we have created and implemented a stack which can recognise the text from the speech and do a intent classification,to give commands to our robot. A small submap of the destination room is displayed and then the user can pinpoint a desired location in the room where robot is expected to reach.The robot then intelligently plans the path, with the help of advanced path planning navigates to the desired location.

RoboticsMachine Learning