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<!doctype html>
<html class="no-js" lang="zxx">
<head>
<meta charset="utf-8">
<meta http-equiv="x-ua-compatible" content="ie=edge">
<link rel="icon" href="img/svg_icon/artificial-intelligence.png">
<title>Experience | Syed Irfan</title>
<meta name="description" content="">
<meta name="viewport" content="width=device-width, initial-scale=1">
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<header>
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<div class="col-xl-3 col-lg-2">
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style="font-size:25px;font-family:michroma; color:white; font-style:italic; font-weight:bold">
syed irfan</h1>
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<ul id="navigation">
<li><a class="active" href="index">home</a></li>
<li><a href="thePerson">The Person</a></li>
<li><a style="cursor: pointer;">Background<i class="ti-angle-down"></i></a>
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<li><a href="education">Education</a></li>
<li><a href="experience">Experience</a></li>
<li><a href="projects">Projects</a></li>
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<div class="bradcam_area">
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<div class="col-xl-12">
<div class="bradcam_text text-center">
<h3>Experience</h3>
</div>
</div>
</div>
</div>
</div>
<!-- /bradcam_area -->
<div class="portfolio_area">
<!-- <div class="container-fluid p-0"> -->
<div class="container box_1170">
<ul class="timeline">
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a href="https://www.swift71.com/">Swift71</a></strong>
<p style="float:right;"><i><small>November 2020 - November 2021 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Software Engineer</h4>
<p>● Designed UI/UX using hybrid framework Flutter<br>
● Effectively communicated with clients to discern and address their specific requirements<br>
● Craft documentation for app design, ensuring clarity and alignment with client objectives
</p>
</div>
</li>
<hr>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a href="https://codephilics.com/">Codephilics</a></strong>
<p style="float:right;"><i><small>March 2020 - September 2020 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Software Engineer</h4>
<p>● Developed a CNN-based machine learning model for face mask detection, with 95% detection accuracy<br>
● Prepared an OCR system, to extract Bangla and English text data from NID cards and store them in json<br>
● Directed an automated data scraping utilizing Python libraries, 50% reduction in data collection time
</p>
</div>
</li>
<hr>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a href="http://ece.northsouth.edu/">North South
University</a></strong>
<p style="float:right;"><i><small>June 2019 - January 2020 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Research Assistant</h4>
<p>● Analyzed Dataset using 10-fold cross validation, evaluation and classification algorithms<br>
● Achieved highest testing accuracy of 97.92% with Decision Tree (J48), outperforming Logistic Regression, KNN, and Naive Bayes<br>
● Evaluated additional performance metrics (TPR, FPR, Precision, Recall, F-Measure, AUC), confirming Decision Tree's superior performance in disease classification<br>
● Co-authored a conference paper presenting our findings, with the Decision Tree (J48) achieving the highest testing accuracy of 97.92%</p>
</div>
</li>
<hr>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a
href="http://ece.northsouth.edu/nsu-activities-and-services/acm-student-chapter/">NSU
ACM
Student Chapters</a></strong>
<p style="float:right;"><i><small>January 2018 - December 2018 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Member</h4>
<p>---</p>
</div>
</li>
<hr>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a href="https://www.toastmasters.org/">Toastmasters
International</a></strong>
<p style="float:right;"><i><small>May 2017 - February 2018 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Member</h4>
<ul class="unordered-list">
<p>---</p>
</ul>
</div>
</li>
<hr>
<li class="timeline-event">
<label class="timeline-event-icon"></label>
<div class="timeline-event-copy">
<h3 style="text-align:left;"><strong><a
href="http://ece.northsouth.edu/nsu-activities-and-services/problem-solving-community/">NSU
Problem Solvers</a></strong>
<p style="float:right;"><i><small>January 2017 - December 2017 / </small>
<small>Dhaka, Bangladesh</small></i>
</p>
</h3>
<h4>Member</h4>
<ul class="unordered-list">
<p>---</p>
</ul>
</div>
</li>
</ul>
</div>
<br> <br>
<!-- </div> -->
</div>
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<h3>Let’s start your project with us</h3>
<a class="boxed-btn3" href="#">Start Talking</a>
</div>
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Personal
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<ul>
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