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Projects.html
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<!DOCTYPE html>
<html lang="en">
<head>
<title>Home</title>
<link href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css" rel="stylesheet">
<style>
body {
font-family: 'Cormorant Garamond', serif;
line-height: 1.6;
text-align: center;
}
.header {
font-size: 48px;
line-height: 1.6em;
}
.navigation a {
color: blueviolet;
font-size: 20px; /* Adjusted for better responsiveness */
margin: 0 10px; /* Adjusted spacing */
}
.content {
width: 50%;
margin: 4rem auto;
text-align: center;
font-size: 18px;
line-height: 1.8;
text-align: justify;
text-justify: inter-word;
}
.profile-picture {
width: 100%;
height: auto;
margin-top: 20px;
}
@media (min-width: 768px) {
.content {
width: 50%;
}
.navigation a {
font-size: 35px;
}
}
</style>
</head>
<body>
<div class="container-fluid sticky-top bg-white">
<div class="row">
<div class="col-12">
<header class="header py-3">ROHAN KHANDELWAL</header>
</div>
</div>
<nav class="row navigation">
<div class="col-12">
<a href="index.html">Home</a>
<a href="Internships.html">Internships</a>
<a href="Projects.html">Projects</a>
<a href='Contacts.html'> Contacts</a>
<a href="CV.html">CV</a>
</div>
</nav>
</div>
<div class="container content">
<!-- <div class="row">
<div class="col-12 content"> -->
<div>
<h2 style="color: red;">OSHO GPT</h2>
<h5>Developed an AI chatbot leveraging the teachings from the books of Indian spiritual leader Osho.</h5>
<br>
<p>• Utilized Langchain and OpenAI services for the backend infrastructure.</p>
<p>• Employed NLTK for data preprocessing to ensure data cleanliness and enhance model performance.</p>
<p>• Conducted Prompt engineering and fine-tuning of the model to enhance its performance and accuracy.</p>
</div>
<br>
<div>
<h2 style="color: red;">
Celestial Object Detection</h2>
<h5>Deep learning model to identify celestial objects from images.</h5>
<br>
<p>• Created a sophisticated deep learning model using CNNs to recognize celestial objects from images.</p>
<p>• Capable of accurately categorizing planets, stars, asteroids, and galaxies within the universe.</p>
<p>• Enabled real-time prediction capabilities, allowing users to upload images via the Streamlit interface and receive instantaneous classifications of celestial objects, enhancing the user experience and accessibility of the application.</p>
</div>
<br>
<div>
<h2 style="color: red;">Bloglite</h2>
<h4>Personal blog creating website <strong> (Best Project award) </strong></h4>
<br>
<p>• Used HTML, CSS, VueJS to create the front-end for this single page web application.</p>
<p>• Used Flask web framework for designing the backend.</p>
<p>• Used SQLITE3 as the backend database.</p>
<p>• Made use of various utilities like Celery, Redis to make the application faster and easily scalable for multiple users.</p>
<p>• Implemented cronjobs to send the user monthly reports in their email.</p>
</div>
<br>
<div>
<h2 style="color: red;">Students Enrolment Status Prediction</h2>
<h4>Kaggle (Academic Project)</h4>
<br>
<p>• Analysed the data given by students at the time of their admission about their past performance history and their performance in first 2 semesters.</p>
<p>• Trained various machine learning models and predicted their respective classes out of dropout, enrolled, graduated with an accuracy of 76%.</p>
<p>• Ended up getting 29th position out of 209 participants.</p>
</div>
</div>
</div>
</div>
<script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
</body>
</html>