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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Google Tag Manager -->
<script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':
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<title>Dawood Sarfraz</title>
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<!-- =======================================================
* Template Name: Personal - v2.1.0
* Template URL: https://bootstrapmade.com/personal-free-resume-bootstrap-template/
* Author: BootstrapMade.com
* License: https://bootstrapmade.com/license/
======================================================== -->
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<body>
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<!-- ======= Header ======= -->
<header id="header" class="header-tops">
<div class="container">
<h1><a href="index.html">Dawood Sarfraz</a></h1>
<h2 style="color:#fff">I'm <span class="typing" style="color:#12D640"></span></h2>
<nav class="nav-menu d-none d-lg-block">
<ul>
<li class="active"><a href="#header"><span>Home</span></a></li>
<li><a href="#about"><span>About</span></a></li>
<li><a href="#education"><span>Education</span></a></li>
<li><a href="#portfolio"><span>Projects</span></a></li>
<li><a href="#skills"><span>Skills</span></a></li>
<li><a href="#experience"><span>Experience</span></a></li>
<!-- View Resume Embedded -->
<li>
<a href="#resume-viewer"><span>Resume</span></a>
</li>
<li><a href="#links"><span>Blog</span></a></li>
<li><a href="#contacts"><span>Contact</span></a></li>
</ul>
</nav><!-- .nav-menu -->
<div class="social-links">
<a href="https://www.linkedin.com/in/dawood-sarfraz-0466541b6" target="_blank" class="linkedin"><i class="bx bxl-linkedin"></i></a>
<a href="https://www.github.com/Dawoodsarfraz" target="_blank" class="github"><i class="bx bxl-github"></i></a>
<a href="mailto:[email protected]" target="_blank" class="google"><i class="bx bxl-google"></i></a>
<a href="https://twitter.com/DawoodChattha03" target="_blank" class="twitter"><i class="bx bxl-twitter"></i></a>
<a href="https://www.hackerrank.com/profile/Daudsarfraz" target="_blank" class="hackerrank"><img class="svg" src="assets/social/hackerrank.svg" width="13" /></a>
<a href="https://leetcode.com/u/Daudsarfraz/" target="_blank" class="leetcode"><img class="svg" src="assets/social/leetcode.svg" width="13" /></a>
<a href="https://www.kaggle.com/dawoodsarfraz" target="_blank" class="kaggle"><img class="svg" src="assets/social/kaggle.png" width="13" /></a>
</div>
</div>
</header><!-- End Header -->
<!-- ======= Embedded PDF Viewer ======= -->
<section id="resume-viewer" style="margin: 50px auto; text-align: center; display: block;">
<h2>Resume</h2>
<!-- PDF Viewer embedded using Google Docs Viewer -->
<iframe
src="https://docs.google.com/viewer?url=https://raw.githubusercontent.com/Dawoodsarfraz/Dawood-Sarfraz-Resume/main/Lahore/Dawood_Sarfraz_ML_CV.pdf&embedded=true"
width="80%"
height="800px"
style="border: 0; margin: 0 auto;">
</iframe>
<!-- Download Resume Button -->
<a href="https://raw.githubusercontent.com/Dawoodsarfraz/Dawood-Sarfraz-Resume/main/Lahore/Dawood_Sarfraz_ML_CV.pdf" download="Dawood_Sarfraz_ML_CV.pdf">
<button style="margin-top: 40px; padding: 10px 20px; background-color: #12D640; color: white; border: none; cursor: pointer; display: block; margin-left: auto; margin-right: auto; margin-bottom: 50px;">
Download Resume
</button>
</a>
</section>
<!-- ======= About Section ======= -->
<section id="about" class="about">
<!-- ======= About Me ======= -->
<div class="about-me container">
<div class="section-title">
<h2><b>About me</b></h2>
</div>
<div class="row">
<div class="col-lg-4" data-aos="fade-right">
<img src="assets/img/profile/dawood.png" class="img-fluid" alt="">
</div>
<div class="col-lg-8 pt-4 pt-lg-0 content" data-aos="fade-left">
<p><i>I am <b>Dawood Sarfraz</b>, a passionate and dedicated Computer Science student who has graduated with a <b>BSCS</b> from <b>FAST National University of Computer and Emerging Sciences</b>.
With a burning curiosity for all things technology,</i></p><br>
<p><i>My journey into the captivating world of <b>Artificial Intelligence</b> and <b>Robotics</b> stems from a deep curiosity to explore and innovate.
I am particularly fascinated by the transformative domains of <b>Machine Learning, Deep Learning, Natural Language Processing, Data Science, Digital Image Processing, and Computer Vision</b>, and how they intersect with Robotics to revolutionize industries.
Driven by a desire to solve complex problems and improve lives, I constantly strive to push the boundaries of my understanding and apply AI's potential to real-world challenges.
<br><br>
As <b>Geoffrey Hinton once said, "<i>The kind of intelligence we are developing is very different from the intelligence we have.</i></b>"
<br><br>
In addition, I have a growing passion for <b>Robotics</b> and its profound impact across various fields, from healthcare to manufacturing, and even space exploration.
The fusion of <b>AI and Robotics</b> holds the promise of creating intelligent machines capable of performing tasks that were once unimaginable, from diagnosing diseases to automating intricate manufacturing processes.
I see Robotics as a field that will bridge the gap between the digital and physical worlds, enabling machines to interact with and improve the environment around us.
<br><br>
As <b>Rodney Brooks profoundly stated: "<i>The great promise of robotics is to amplify human potential, to make human beings stronger, smarter, and more creative.</i></b>"
<br><br>
Collaboration excites me, as I firmly believe that teamwork and diverse perspectives are the catalysts for groundbreaking ideas.
I am always eager to connect with like-minded individuals to contribute meaningfully to the advancement of these cutting-edge fields.
</i></p>
<!-- <p><i><b><i>I like to train Large Deep Neural Nets on Large Datasets 🧠🤖💥.</i></b><br></i></p> -->
<!-- <div class="row">
<div class="col-lg-6">
<ul>
<li><i class="icofont-rounded-right"></i> <strong>Contact No:</strong> +92 306-1757838</li>
<li><i class="icofont-rounded-right"></i> <strong>Email:</strong> [email protected]</li>
<li><i class="icofont-rounded-right"></i> <strong>City:</strong> Lahore, Punjab, Pakistan</li>
</ul>
</div>
</div>-->
</div>
</div>
</div><!-- End About Me -->
<!-- ======= Interests ======= -->
<div class="interests container">
<div class="section-title">
<h2><b>Interests</b></h2>
</div>
<div class="row">
<div class="col-lg-3 col-md-4">
<div class="icon-box">
<h3>Artificial Intelligence</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4 mt-md-0">
<div class="icon-box">
<h3>Machine Learning</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4 mt-md-0">
<div class="icon-box">
<h3>Deep Learning</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4 mt-lg-0">
<div class="icon-box">
<h3>Language Processing</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Software Engineering</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Data Science</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Computer Vision</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Image Processing</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Video Processing</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Generative AI</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Reinforcemment Learning</h3>
</div>
</div>
<div class="col-lg-3 col-md-4 mt-4">
<div class="icon-box">
<h3>Robotics</h3>
</div>
</div>
</div>
</div><!-- End Interests -->
</section><!-- End About Section -->
<!-- ======= Education Section ======= -->
<section id="education" class="services">
<div class="container">
<div class="section-title">
<h2><b>Education</b></h2>
</div>
<div class="row">
<div class="col-lg-12" data-aos="fade-up">
<div class="col-md-12 mt-4 mt-md-0 icon-box" data-aos="fade-up" data-aos-delay="100">
<a href="http://www.boun.edu.tr/en_US" target="_blank"><img src="assets/img/education/boun_transparent.png" class="img-fluid" style="float:left;margin:0 10px 0 0;" width="90"></a>
<h4 style="text-align:left;"><a href="https://www.nu.edu.pk/" target="_blank" style="color:#12d640">FAST National University of Computer and Emerging Sciences</a><br> </h4>
<h5 style="text-align:left;"><em>Bachelor of Science in Computer Science; <strong><!--CGPA--></strong></em></h5>
<span class="left" style="float:left;color:#fff;"><em>September 2020 - September 2024</em></span>
<span class="right" style="float:right;color:#fff;"><em>Pakistan</em></span><br><br>
<h6 style="text-align:left;"><strong>Field of Specialization:</strong> Artificial Intelligence</h6>
<!-- <h6 style="text-align:left;"><strong>Senior Design Project:</strong> Keyword Search for Sign Language</h6>
<h6 style="text-align:left;"><strong>High Honors Degree:</strong> Awarded to Bachelor alumni. </h6>
<h6 style="text-align:left;"><strong>National University Admission Exam (NU Test):</strong> Ranked 75<sup>th</sup> in Mathematics and Science among ca. 2.3 million candidates with a test score of 489.92/500. (July 2018)</h6>
-->
<h6 style="text-align:left;"><strong>Relevant Coursework:</strong></h6>
<ul style="columns:2;text-align:left;">
<li>Probability and Statistics</li>
<li>Calculus amd Analytical Geometry</li>
<li>Differential Equations</li>
<li>Linear Algebra</li>
<li>Numerical Computing</li>
<li>Artificial Intelligence</li>
<li>Natural Language Processing</li>
<li>Deep Learning</li>
<li>Applied Machine Learning</li>
<li>Data Science</li>
<li>Digital Image Processing</li>
</ul>
</div>
</div>
<!--
<div class="col-lg-12" data-aos="fade-up">
<div class="col-md-12 mt-4 mt-md-0 icon-box" data-aos="fade-up" data-aos-delay="100">
<a href="http://www.boun.edu.tr/en_US" target="_blank"><img src="assets/img/education/boun_transparent.png" class="img-fluid" style="float:left;margin:0 10px 0 0;" width="90"></a>
<h4 style="text-align:left;"><a href="http://www.fast.nu" target="_blank" style="color:#12d640">Name of University</a><br> </h4>
<h5 style="text-align:left;"><em>Degree in Computer Science; <strong>GPA: /4.00</strong></em></h5>
<span class="left" style="float:left;color:#fff;"><em>Date</em></span>
<span class="right" style="float:right;color:#fff;"><em>City Country</em></span><br><br>
<h6 style="text-align:left;"><strong>Relevant Coursework:</strong></h6>
<ul style="columns:2;text-align:left;">
<li>Discrete Computational Structures</li>
<li>Introduction to Object‑Oriented Programming</li>
<li>Data Structures and Algorithms</li>
<li>Computer Organization</li>
<li>Fundamentals of Software Engineering</li>
</ul>
</div>
</div>
<div class="col-lg-12" data-aos="fade-up">
<div class="col-md-12 mt-4 mt-md-0 icon-box" data-aos="fade-up" data-aos-delay="100">
<a href="https://kyiv.qsi.org/" target="_blank"><img src="assets/img/education/transparent.png" class="img-fluid" style="float:left;margin:0 10px 0 0;" width="90"></a>
<h4 style="text-align:left;"><a href="https://website link/" target="_blank" style="color:#12d640">xcbjhvudcvd International School</a><br> </h4>
<h5 style="text-align:left;"><em>Primary Education</em></h5>
<span class="left" style="float:left;color:#fff;"><em>August 2008 - December 2009</em></span>
<span class="right" style="float:right;color:#fff;"><em>Pakistan</em></span><br><br>
<h6 style="text-align:left;">
Discription of school
</h6>
</div>
</div>
-->
<div class="col-lg-12" data-aos="fade-up">
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<h4 style="text-align:left;"><a href="https://pgc.edu/campus/alipur-chatta/" target="_blank" style="color:#12d640">Punjab Colleges</a><br> </h4>
<h5 style="text-align:left;"><em>FSc Pre-Engineering <strong><!--GPA: 97.03/100--></strong></em></h5>
<!-- <span class="left" style="float:left;color:#fff;"><em>September 2014 - June 2018</em></span> -->
<span class="right" style="float:right;color:#fff;"><em>Gujranwala, Pakistan</em></span><br><br>
<!-- <h6 style="text-align:left;"><strong>Science High School Award:</strong> Graduated as the highest ranked student in my class. (June 2018)</h6> -->
<h6 style="text-align:left;"><strong>Relevant Coursework:</strong></h6>
<ul style="columns:3;text-align:left;">
<li>Physic I & II</li>
<li>Mathematics I & II</li>
<li>Chemistry I & II</li>
</ul>
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<h2><b>Certification</b></h2>
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<h4>Project based Text Mining in Python</h4>
<div class="portfolio-links">
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<h4>Linux Command Line - From Zero to Expert</h4>
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<h4>Sentiment Analysis, Beginner to Expert</h4>
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<h4>Go from Zero to Expert in Building Regular Expressions</h4>
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<h4>Rust Programming Master Class: From Beginner to Expert</h4>
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<a href="https://www.udemy.com/certificate/UC-4ed24edc-521c-419c-aca6-f8011f26ad59/" target="_blank" title="Certificate"><i class="bx bx-link"></i></a>
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<h4>MATLAB Master Class: Go from Beginner to Expert in MATLAB</h4>
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<!-- ======= Start Experience Section ======= -->
<section id="experience" class="services">
<div class="container">
<div class="section-title">
<h2>Experience</h2>
</div>
<div class="row">
<div class="col-lg-12" data-aos="fade-up">
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<h4 style="text-align:left;"><a href="https://www.deutics.com/" target="_blank" style="color:#12d640">Deutics Global</a><br> </h4>
<h5 style="text-align:left;"><em>Associate Machine Learning Engineer</em></h5>
<span class="left" style="float:left;color:#fff;"><em>Jan 2025 - Up-to-date, Full-time</em></span>
<span class="right" style="float:right;color:#fff;"><em>Lahore, Punjab, Pakistan (Onsite)</em></span><br><br>
<ul style="text-align:left;">
<li>
Working on Live Streaming
</li>
<li>
Video Survillance Systems
</li>
</ul>
</div>
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<a href="https://www.nu.edu.pk/" target="_blank"><img src="assets/img/education/boun_transparent.png"
class="img-fluid" style="float:left;margin:0 10px 0 0;" width="90"></a>
<h4 style="text-align:left;"><a href="https://www.nu.edu.pk/" target="_blank" style="color:#12d640">FAST NUCES</a><br>
</h4>
<h5 style="text-align:left;"><em>Machine Learning Engineer (Research Assistant)</em></h5>
<span class="left" style="float:left;color:#fff;"><em>September 2023 - September 2024, Full-time</em></span>
<span class="right" style="float:right;color:#fff;"><em>Pakistan (Onsite)</em></span><br><br>
<ul style="text-align:left;">
<ul>
<li><strong>Project:</strong> Developed a <strong>multi-class skin cancer classification system</strong> using the <strong>HAM10000 dataset</strong>, which contains a diverse collection of skin lesion images. The goal was to classify different types of skin cancer accurately.</li>
<li><strong>NasNet:</strong>
<ul>
<li>Achieved highest classification accuracy of <strong>93%</strong> by leveraging the depth of the architecture. Fine-tuned the model to adapt to the nuances of the skin lesion dataset, ensuring precise classification results.</li>
<li><strong>Precision:</strong> 94%, <strong>Recall:</strong> 93%, <strong>F1 Score:</strong> 93%.</li>
</ul>
</li>
<li><strong>ShuffleNet:</strong>
<ul>
<li>Enhanced computational efficiency by using <strong>grouped convolutions</strong> and <strong>channel shuffling</strong>, which reduced the model size and improved processing speed. Despite the smaller model size, accuracy was maintained at <strong>87%</strong>, making it ideal for resource-constrained environments.</li>
<li><strong>Precision:</strong> 87%, <strong>Recall:</strong> 87%, <strong>F1 Score:</strong> 87%.</li>
</ul>
</li>
<li><strong>CNN:</strong>
<ul>
<li>Achieved accuracy of <strong>92%</strong> using a custom <strong>CNN</strong> model.</li>
<li><strong>Precision:</strong> 92%, <strong>Recall:</strong> 92%, <strong>F1 Score:</strong> 92%.</li>
</ul>
</li>
<li><strong>Data Preprocessing & Augmentation:</strong>
<ul>
<li>Developed and optimized data pipelines to handle variations in the dataset, increasing the robustness of the models and reducing overfitting.</li>
</ul>
</li>
<li><strong>Outcome:</strong>
<ul>
<li>Gained hands-on experience in <strong>deep learning model development</strong> and <strong>optimization</strong>. Enhanced my skills in solving real-world problems, particularly in the <strong>healthcare domain</strong> with applications in image classification for medical purposes.</li>
</ul>
</li>
</ul>
</ul>
</div>
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<a href="http://semper-tech.com/" target="_blank"><img src="assets/img/experience/at.jpeg" class="img-fluid" style="float:left;margin:0 10px 0 0;" width="90"></a>
<h4 style="text-align:left;"><a href="" target="_blank" style="color:#12d640">Anonymous Tree</a><br>
</h4>
<h5 style="text-align:left;"><em>Machine Learning Engineer</em></h5>
<span class="left" style="float:left;color:#fff;"><em>Jun 2023 – Aug 2023, Internship</em></span>
<span class="right" style="float:right;color:#fff;"><em>Remote, Pakistan</em></span><br><br>
<ul style="text-align:left;">
<ul>
<li><strong>Project:</strong> <strong>Recommendation System Development</strong></li>
<li><strong>Objective:</strong> Built a <strong>personalized recommendation system</strong> leveraging <strong>user data</strong>, <strong>item metadata</strong>, and advanced <strong>machine learning techniques</strong> to offer tailored product suggestions.</li>
<li><strong>Key Responsibilities and Tasks:</strong></li>
<ul>
<li><strong>Data Collection & Preprocessing:</strong>
<ul>
<li>Collected and processed <strong>user interaction data</strong> (e.g., clicks, purchases, ratings) and <strong>item metadata</strong> (e.g., product categories, descriptions, attributes).</li>
<li>Cleaned, normalized, and structured the data for efficient use in model training.</li>
<li>Implemented techniques like <strong>data imputation</strong> and <strong>feature scaling</strong> to handle missing values and ensure accurate model predictions.</li>
</ul>
</li>
<li><strong>Model Development:</strong>
<ul>
<li>Developed a <strong>content-based recommendation system</strong>, utilizing <strong>item metadata</strong> (e.g., text-based features) to recommend similar products to users based on their previous interactions.</li>
<li>Implemented <strong>collaborative filtering techniques</strong>, such as <strong>user-based</strong> and <strong>item-based</strong> approaches, to suggest products based on user behavior patterns and item similarities.</li>
<li>Combined both <strong>content-based</strong> and <strong>collaborative filtering</strong> to form a <strong>hybrid recommendation system</strong>, improving the robustness and accuracy of the suggestions.</li>
</ul>
</li>
<li><strong>Model Optimization:</strong>
<ul>
<li>Tuned <strong>hyperparameters</strong> to improve model performance using techniques like <strong>Grid Search</strong> and <strong>Randomized Search</strong>.</li>
<li>Implemented <strong>evaluation metrics</strong> such as <strong>Precision</strong>, <strong>Recall</strong>, <strong>F1 Score</strong>, and <strong>Mean Squared Error (MSE)</strong> to measure the effectiveness of the recommendation system.</li>
<li>Applied <strong>cross-validation</strong> to ensure the model’s generalization across different user segments and avoid overfitting.</li>
</ul>
</li>
<li><strong>Algorithm Implementation:</strong>
<ul>
<li>Integrated <strong>Matrix Factorization methods</strong> (e.g., <strong>Singular Value Decomposition (SVD), KNN </strong>) for collaborative filtering to predict missing interactions between users and items.</li>
<li>Utilized advanced techniques like <strong>TF-IDF (Term Frequency-Inverse Document Frequency)</strong> and <strong>Cosine Similarity</strong> for the content-based filtering approach to identify similar items based on their features.</li>
</ul>
</li>
<li><strong>Performance Monitoring & Continuous Improvement:</strong>
<ul>
<li>Monitored the recommendation system's performance in real-time to ensure it met the business requirements and user expectations.</li>
<li>Collected <strong>user feedback</strong> and incorporated it into model retraining and improvements.</li>
<li>Analyzed system performance over time, identifying areas for enhancement and testing new features and algorithms to increase recommendation accuracy.</li>
</ul>
</li>
<li><strong>Outcome:</strong>
<ul>
<li>Contributed to the development of a <strong>personalized recommendation engine</strong> that significantly improved <strong>product discovery</strong> and <strong>user engagement</strong>.</li>
<li>Enhanced the user experience by suggesting relevant products based on individual preferences, which led to increased <strong>user satisfaction</strong> and <strong>sales</strong>.</li>
</ul>
</li>
</ul>
</ul>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- ======= End Experience Section ======= -->
<!-- Start Open Source Section -->
<section id="service" class="services">
<div class="container">
<div class="section-title">
<h2>
<b>Services</b>
</h2>
</div>
<div>
<p><b>As the founder of Involve.AI, I lead a cutting-edge service company dedicated to innovation and excellence.
With a passionate and skilled team, we empower our clients with advanced, tailored solutions that drive business
transformation and operational efficiency. At Involve.AI, we pride ourselves on our commitment to client satisfaction and
our ability to navigate the complexities of technology adoption and digital transformation, ensuring that our clients
achieve their strategic goals with precision and confidence.</b></p>
</div>
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<h4 style="text-align: left;">
<a href="" style="color: #12d640">
Natural Language Processing
</a>
</h4>
<p>
Our NLP expertise gives your business next-level digital assistance that is contextually
relevant, understands the language of people they use to communicate, and makes better
decisions. We extract meaning from raw audio and text data to advance your NLP project.</p>
<h5 style="text-align: left;">
Text Classification
</h5>
<p>
We extract machine-readable information from unstructured text to enable
data-driven approaches towards managing content and gain valuable
insights from them.
<li>Information Extraction</li>
<li>Document Processing</li>
</p>
<!-- <p style="text-align: left; color: #fff;"><em>Contributor</em></p> -->
<ul style="text-align: left;">
<!-- Add any relevant details about the project -->
</ul>
<!-- Add an image related to the project -->
<video width="500" controls>
<source src="videos/text-classification1.mp4" type="video/mp4">
</video>
<h5 style="text-align: left;">Sentiment Analysis:</h5>
<p>With our cutting-edge machine learning algorithms,
we uncover hidden meanings in vast amounts of text,
effortlessly detecting your customers' sentiments.
This valuable insight helps to enhance your business performance.
<li>Social Media Oversight</li>
<li>Brand Surveilance</li>
<li>Market Analysis</li>
<li>strategize Workflow Enhancements</li>
</p>
<!-- <p style="text-align: left; color: #fff;"><em>Contributor</em></p> -->
<ul style="text-align: left;">
<!-- Add any relevant details about the project -->
</ul>
<!-- Add an image related to the project -->
<video width="00" controls>
<source src="videos/sentiment-analysis.mp4" type="video/mp4">
</video>
<h5 style="text-align: left;">Machine Translation:</h5>
<p>
Our Machine Translation process automates the system,
translating text or converting audio to text from one language
to multiple languages without human intervention.
<li>Automated Text Translation
<li>Speech to Text</li>
<li>Text to Speech</li>
<li>Text Generation</li>
<li>Automated Transcription</li>
<li>Automated Chat-bots</li>
</p>
<!-- <p style="text-align: left; color: #fff;"><em>Contributor</em></p> -->
<ul style="text-align: left;">
<!-- Add any relevant details about the project -->
</ul>
<!-- Add an image related to the project -->
<video width="500" controls>
<source src="videos/audio.mp4" type="video/mp4">
</video>
</div>
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<h4 style="text-align: left;">
<a href="https://github.com/your-open-source-project-2" style="color: #12d640">House Prices - Advanced Regression Techniques</a>
</h4>
<h5 style="text-align: left;">Month Year - Month Year</h5>
<p style="text-align: left; color: #fff;"><em>Contributor</em></p>
<ul style="text-align: left;">
<li>Description of your contributions and involvement in the project.</li>
<!-- Add any relevant details about the project -->
</ul>
<!-- Add an image related to the project -->
<img src="project2_image.jpg" alt="Project 2 Image" style="max-width: 300px;">
</div>
</div>
</div>
</div>
</section>
<!-- End Open Source Section -->
<!-- Start Project Section -->
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<div class="container">
<div class="section-title">
<h2><b>Projects</b></h2>
</div>
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<ul id="portfolio-flters">
<li data-filter="*" class="filter-active">All</li>
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<li data-filter=".filter-project-nlp">Natural Language Processing</li>
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<li data-filter=".filter-project-gen-ai">Generative AI</li>
<li data-filter=".filter-project-sp">Speech Processing</li>
<li data-filter=".filter-project-vp">Video Processing</li>
<li data-filter=".filter-project-vp">Robotics</li>
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</ul>
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<center><h4>Duplicate Question Pairs</h4></center>
<div class="portfolio-wrap">
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<div class="portfolio-info">
<h4>Duplicate Question Pairs</h4>
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<center><h4>Twittet Sentiment Analysis</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/twitter.jpg" class="img-fluid" alt="" height="2500" width="12000">
<div class="portfolio-info">
<h4>Twittet Sentiment Analysis</h4>
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<center><h4>RoboText Classifier</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/rtc.jpeg" class="img-fluid" alt="" height="150" width="350">
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<h4>RoboText Classifier</h4>
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<center><h4>LlamaAssist</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/la.jpg" class="img-fluid" alt="" height="150" width="350">
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<h4>LlamaAssist</h4>
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<center><h4>PaperScope</h4></center>
<div class="portfolio-wrap">
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<h4>PaperScope</h4>
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<center><h4>Next Word Prediction</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/tg.webp" class="img-fluid" alt="" height="150" width="350">
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<h4>Next Word Prediction</h4>
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<center><h4>Skin Cancer Classification using NasNet and ShuffleNet</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/skincancer.png" class="img-fluid" alt="" height="150" width="350">
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<h4>InsightFlow</h4>
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<center><h4>InsightFlow</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/insightflow.jpg" class="img-fluid" alt="" height="2500" width="12000">
<div class="portfolio-info">
<h4>InsightFlow</h4>
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<img src="assets/img/project/intellicrew.png" class="img-fluid" alt="" height="2500" width="12000">
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<h4>InsightFlow</h4>
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<center><h4>Russian Language Sentiment Analysis</h4></center>
<div class="portfolio-wrap">
<img src="assets/img/project/rusian_sentiment.png" class="img-fluid" alt="" height="2500" width="12000">
<div class="portfolio-info">
<h4>Russian Language Sentiment Analysis</h4>
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<center><h4>Stock Market Prediction using LSTM</h4></center>
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<img src="assets/img/project/stock_market.jpg" class="img-fluid" alt="" height="2500" width="12000">
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<h4>Stock Market Prediction using LSTM</h4>
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<center><h4>Cyber Attacks Classification using Machine Learning</h4></center>
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<img src="assets/img/project/cyberattack.jpg" class="img-fluid" alt="" height="2500" width="12000">
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<h4>Cyber Attacks Classification using Machine Learning</h4>
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<a href="projects/cyberattacks.html" data-gall="portfolioDetailsGallery" data-vbtype="iframe" class="venobox" title="Project Details"><i class="bx bx-info-circle"></i></a>
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<center><h4>Pakistan Food Prices Analysis</h4></center>
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<img src="assets/img/project/food_prices.png" class="img-fluid" alt="" height="2500" width="12000">
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<h4>Pakistan Food Prices Analysis</h4>
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<center><h4>MNIST Digit recognization</h4></center>
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<img src="assets/img/project/mnist.png" class="img-fluid" alt="">
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<h4>MNIST Digit recognization</h4>
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<a href="projects/mnist.html" data-gall="portfolioDetailsGallery" data-vbtype="iframe" class="venobox" title="Project Details"><i class="bx bx-info-circle"></i></a>
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<center><h4>Gold Price Prediction</h4></center>
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<img src="assets/img/project/gold price.png" class="img-fluid" alt="">
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<h4>Gold Price Prediction</h4>
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<center><h4>Electronic Product Recommender</h4></center>
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<img src="assets/img/project/recommender.jpg" class="img-fluid" alt="" height="3000" width="10000">
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<h4>Electronic Product Recommender</h4>
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<a href="projects/electronic-product-recommendation-system.html" data-gall="portfolioDetailsGallery" data-vbtype="iframe" class="venobox" title="Project Details"><i class="bx bx-info-circle"></i></a>
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<center><h4>Mart Sales Predictor</h4></center>
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<img src="assets/img/project/MartSalesPredictionUsingXGBoost.png" class="img-fluid" alt="" height="2000" width="10000">
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<h4>Mart Sales Predictor</h4>
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<br>
<center><h4>Sonar Rock vs Mine Predictor</h4></center>
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<img src="assets/img/project/sonarvsrock.jpg" class="img-fluid" alt="" height="2000" width="10000">
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<h4>Sonar Rock vs Mine Predictor</h4>
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<center><h4>Unit Converter in C++</h4></center>
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<h4>Unit Converter in C++</h4>
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<h2>Skills</h2>
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<h4 style="text-align:left;color:#12d640;">Languages</h4>
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<figure class="item" style="display:inline-block;">
<a href="https://www.cprogramming.com" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/arasgungore/arasgungore/main/icons/c.svg" alt="c" width="40" height="40" /> </a>
<figcaption style="text-align:center;">C</figcaption>
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<figure class="item" style="display:inline-block;">
<a href="https://www.cplusplus.com" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/arasgungore/arasgungore/main/icons/cplusplus.svg" alt="cplusplus" width="40" height="40" /> </a>
<figcaption style="text-align:center;">C++</figcaption>
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<figure class="item" style="display:inline-block;">
<a href="https://dotnet.microsoft.com/en-us/languages/csharp" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/csharp/csharp-original.svg" alt="csharp" width="40" height="40" /> </a>
<figcaption style="text-align:center;">C#</figcaption>
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<figure class="item" style="display:inline-block;">
<a href="https://www.java.com" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/java/java-original.svg" alt="java" width="40" height="40" /> </a>
<figcaption style="text-align:center;">Java</figcaption>
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<figure class="item" style="display:inline-block;">
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<figcaption style="text-align:center;">Python</figcaption>
</figure>
<figure class="item" style="display:inline-block;">
<a href="https://developer.mozilla.org/en-US/docs/Web/JavaScript" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/javascript/javascript-original.svg" alt="javascript" width="40" height="40" /> </a>
<figcaption style="text-align:center;">JavaScript</figcaption>
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<figure class="item" style="display:inline-block;">
<a href="https://www.mathworks.com" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/arasgungore/arasgungore/main/icons/matlab.svg" alt="matlab" width="40" height="40" /> </a>
<figcaption style="text-align:center;">MATLAB</figcaption>
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<figure class="item" style="display:inline-block;">
<a href="https://www.r-project.org" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/r/r-original.svg" alt="r" width="40" height="40" /> </a>
<figcaption style="text-align:center;">R</figcaption>
</figure>
</div>
</div>
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<h4 style="text-align:left;color:#12d640;">Technologies</h4>
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<figure class="item" style="display:inline-block;">
<a href="https://flask.palletsprojects.com" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/pocoo_flask/pocoo_flask-icon.svg" alt="flask" width="40" height="40" /> </a>