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<!DOCTYPE html>
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<a class="navbar-brand" href="javascript:scrollTop();" id="home">Thushara R. Bandara</a>
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id="#research">Research</a></li>
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<div class="image-container profile-photo"><img width="150" height="200" src="img/profile.jpg"></div>
<p class="name"><b>Thushara R. Bandara</b>
<p class="designation">PhD Candidate</p>
<p class="workplace">School of Engineering<br>RMIT University<br>VIC 3000, Melbourne, Australia<br></p>
<table class="email">
<tr>
<td valign=top style="padding-right:4px;"><b>Email</b>: </td>
<td><a href="mailto:thusharab@eng.pdn.ac.lk"
style="color: #000000;">thusharab@eng.pdn.ac.lk</a><br></td>
</tr>
</table>
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<div class="col-sm-7 col-sm-offset-4 col-md-7 col-md-offset-4 main">
<!-- Begins: About section -->
<div id="about">
<h3>Short Bio</h3><br>
<p>Thushara R. Bandara is currently a PhD Candidate in Mechanical, Manufacturing, and Mechatronic
Engineering at RMIT University, Australia. Formerly, he served as an Instructor at the
Department of Computer Engineering (CE), University of Peradeniya, Peradeniya, Sri Lanka, and a
Visiting Lecturer in Computing at the Centre for Distance and Continuing Education, University
of Peradeniya. He has over four years of
experience in
academic teaching and over six years of experience engaging with academic research works. At CE,
he worked as the Instructor In-charge of course units, including Artificial Intelligence,
Machine
Learning and Data
Mining, and Image Processing. In addition, he coordinated the Neural Networks Reading Group
parallel to the Neural Networks and Fuzzy System course unit. He also led three teams involved
in the Document Tag Generator, AiPaS, and Skim Sequencing Software projects in the CO 328
Software Engineering course and two groups involved in the SnaT Meal Tracking App project in the
CO 227 Computer Engineering Project course as a Scrum Master.</p>
<p>As a former Subject Expert in the MSc program in GIS and Remote Sensing at the Postgraduate
Institute
of Science (PGIS), University of Peradeniya, Peradeniya, Sri Lanka, he taught the course units
ESR 503 Database Management Systems and ESR 514 Numerical Methods and Algorithms, and
coordinates a wide range of projects on real-world applications, from mathematical modeling to
applied machine learning. Moreover, he worked as a Lecturer (Temporary) in Computer Science
at the Department of Statistics and Computer Science (SCS), University of Peradeniya,
Peradeniya, Sri Lanka. At SCS, he taught various theory and laboratory courses at all four
levels of the BSc (Hons) degree program in Computer Science.</p>
<p>Apart from that, Thushara is a young motivated researcher with a solid research background in
Computer Science, currently focusing on Computer Vision, Digital Image Processing, Multi-Object
Tracking, Cyber-Physical Systems, Deep Learning, Data Analytics, and the Internet of Things.
Thus far, Thushara has conducted various research works, including digital twin modeling to
simulate the behavior of real-world entities in digital space, image classification and
segmentation for diagnosing cancer, vision-based plant classification for autonomous
agricultural land vehicles, and sentiment analysis for social media data using self-learning
approaches.</p>
<figure class="highlights-container">
<h4 style="margin-left:1px; margin-top:20px;">Highlights</h4><br>
<table class="highlights">
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2023/12-Present]</span>
</td>
<td>
Studies at the <a href="https://www.rmit.edu.au/study-with-us/engineering"
target="_blank">School of Engineering</a>, <a href="https://www.rmit.edu.au/"
target="_blank">RMIT University</a>,
Melbourne, Victoria, Australia.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2023/01-2023/11]</span>
</td>
<td>
Worked as a Visiting Lecturer in Computing at the <a href="https://cdce.pdn.ac.lk/"
target="_blank">Centre for Distance and Continuing Education (CDCE)</a>, <a
href="https://www.pdn.ac.lk/" target="_blank">University of Peradeniya</a>,
Peradeniya, Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2021/07-2023/07]</span>
</td>
<td>
Worked as an Instructor (Temporary) at the <a href="http://www.ce.pdn.ac.lk/"
target="_blank">Department of Computer Engineering</a>, <a
href="https://eng.pdn.ac.lk/" target="_blank">Faculty of Engineering</a>, <a
href="https://www.pdn.ac.lk/" target="_blank">University of Peradeniya</a>,
Peradeniya, Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2019/03-2022/11]</span>
</td>
<td>
Worked as a
Visiting Instructor and Subject Expert at the <a href="http://www.pgis.pdn.ac.lk/"
target="_blank">Postgraduate Institute of Science</a>, <a
href="https://www.pdn.ac.lk/" target="_blank">University of
Peradeniya</a>, Peradeniya, Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2019/03-2021/02]</span>
</td>
<td>
Worked as a Lecturer (Temporary) at the <a href="https://sci.pdn.ac.lk/scs/"
target="_blank">Department of Statistics &
Computer
Science</a>, <a href="https://sci.pdn.ac.lk/" target="_blank">Faculty
of Science</a>, <a href="https://www.pdn.ac.lk/" target="_blank">University of
Peradeniya</a>, Peradeniya, Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2019/07]</span>
</td>
<td>
Officially graduated from the <a href="https://www.pdn.ac.lk/"
target="_blank">University of
Peradeniya</a>, the Number 1 Ranked University (<a
href="https://www.pdn.ac.lk/news/news.php?id=times-higher-education-world-ranking-2022"
target="_blank">Times Higher Education Ranking 2022</a>) in Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2019/02]</span>
</td>
<td>
Successfully completed his BSc
(Honors)
in Computer Science from the <a href="https://sci.pdn.ac.lk/scs/"
target="_blank">Department
of Statistics & Computer
Science</a>, <a href="https://sci.pdn.ac.lk/" target="_blank">Faculty
of Science</a>, <a href="https://www.pdn.ac.lk/" target="_blank">University of
Peradeniya</a>, Peradeniya, Sri Lanka.
</td>
</tr>
<tr class="highlight" valign=top>
<td class="highlight-period">
<span>[2018/11-2019/02]</span>
</td>
<td>
Worked as a
Data Analytics Intern at <a href="https://www.frimi.lk/" target="_blank">FriMi
Digital
Bank</a> powered
by <a href="https://www.nationstrust.com/personal" target="_blank">Nations Trust
Bank
PLC</a>, Colombo, Sri Lanka.
</td>
</tr>
</table>
</figure>
</div>
<hr>
<!-- Ends: About section -->
<!-- Begins: Research section -->
<div id="research">
<h3>Research</h3><br>
<p>Thushara's research interest lies in Computer Vision, Digital Image Processing, Multi-Object
Tracking, Cyber-Physical Systems, Deep Learning, Data Analytics, and the Internet of Things.</p>
<!-- <h4 style="margin-left: 1px; margin-top: 20px;">Recent Publications</h4><br> -->
<h4 style="margin-left: 1px; margin-top: 20px;">Peer-reviewed Journal Articles</h4><br>
<ol id="publications" class="list-group list-group-striped">
<li class="list-group-item">
W. Buddhika, K. Premawansha, <b>T. R. Bandara</b>, L. Samaranayake, V. Dayananda, C.
Mudannayaka,
S. Priyadarshani, <b>"Revolutionizing spatial data analysis: Unveiling a cutting-edge
approach for batch coordinate transformation"</b>, Data Science and Management,
Elsevier,
Volume 6, Issue 4,
pp.214-226,
July 2023,
doi: <a href="https://doi.org/10.1016/j.dsm.2023.07.001"
target="_blank">10.1016/j.dsm.2023.07.001</a>.
<p><b>[SJR Q2 Ranked Journal]</b></p>
</li>
<li class="list-group-item">
P. Abeysinghe and <b>T. Bandara</b>, <b>"A novel self-learning approach to overcome
incompatibility on TripAdvisor reviews"</b>, Data Science and Management, Elsevier,
Volume 5, Issue 1,
pp.1-10, March 2022, doi: <a href="https://doi.org/10.1016/j.dsm.2022.02.001"
target="_blank">10.1016/j.dsm.2022.02.001</a>.
<p><b>[SJR Q2 Ranked Journal]</b></p>
</li>
<li class="list-group-item">
<b>G. G. H. M. T. R. Bandara</b> and R. Siyambalapitiya, <b>"Deep Autoencoder-Based Image
Compression using Multi-Layer Perceptrons"</b>, International Journal of Soft
Computing and Engineering (IJSCE), Volume 9, Issue 6, March 2020, doi: <a
href="https://www.ijsce.org/wp-content/uploads/papers/v9i6/F3357039620.pdf"
target="_blank">10.35940/ijsce.E3357.039620</a>.
</li>
</ol>
<h4 style="margin-left: 1px; margin-top: 20px;">Peer-reviewed International Conferences</h4><br>
<ol id="publications" class="list-group list-group-striped">
<li class="list-group-item">
S. Hettiarachchi and <b>T. R. Bandara</b>, <b>"Deep Learning-Based Land Cover Classification
for Satellite Images of Sri Lanka Using ConvNets,"</b>, 2023 5th International
Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 2023, pp. 585-590,
doi: <a href="https://doi.org/10.1109/ICAC60630.2023.10417674"
target="_blank">10.1109/ICAC60630.2023.10417674</a>.
</li>
<li class="list-group-item">
<b>T. R. Bandara</b> and M. N. Halgamuge, <b>"Modeling a Digital Twin to Predict Battery
Deterioration with Lower Prediction Error in Smart Devices: From the Internet of Things
Sensor Devices to Self-Driving Cars"</b>, IEEE 48th Annual Conference of the
IEEE Industrial Electronics Society (IECON 2022), Brussels, Belgium, 17-20 October 2022,
doi: <a href="https://doi.org/10.1109/IECON49645.2022.9968677"
target="_blank">10.1109/IECON49645.2022.9968677</a>.
</li>
</ol>
</div>
<hr>
<!-- Ends: Research section -->
<!-- Begins: Professional Activities section -->
<div id="activities">
<h3>Activities</h3><br>
<ul>
<li class="activity-item">Coordinator of the CO542 Neural Networks Reading Group at the
Department of Computer
Engineering, University of Peradeniya, Sri Lanka. <span class="activity-period">[24th Sep
2021 to 15th Oct 2021]</span></li>
<li class="activity-item">Member of the Organizing Committee of the Postgraduate Institute of
Science Research
Congress.<span class="activity-period"> [27th and 28th Nov 2020]</span></li>
<li class="activity-item">Member of the Organizing Committee of the International Conference on
Environmental and Medical Statistics (ICEMS) 2020, conducted by the Postgraduate Institute
of Science, University of Peradeniya, Sri Lanka.<span class="activity-period"> [9th and 10th
Jan 2020]</span></li>
<li class="activity-item">Resource person for the short courses on Database Management,
organized for UNDP project on “Ensuring global environmental concerns and best practices
mainstreamed in the rapid development process of Sri Lanka through improved information
management”, conducted by the Postgraduate Institute of Science.<span
class="activity-period"> [2019]</span></li>
<li class="activity-item">
Member of the Organizing Committee of the Science Industry Day 2019, Faculty of Science,
University of Peradeniya, Sri Lanka.<span class="activity-period"> [20th Sept 2019]</span>
</li>
<li class="activity-item">
Member of the Organizing Committee of the Opening Ceremony of the New Statistics and
Computer Science Building.<span class="activity-period"> [10th Jun 2019]</span></li>
<li class="activity-item">
Member of the Organizing Committee of the Faculty Congress.<span class="activity-period">
[10th May 2019]</span></li>
</ul>
</div>
<hr>
<!-- Ends: Professional Activities section -->
<!-- Begins: Teaching section -->
<div id="teaching">
<h3>Teaching</h3><br>
<p><b>Tutor in Mechatronics</b><br>School of Engineering, RMIT University, Melbourne, Victoria, Australia.</p>
<p><b>Visiting Lecturer</b><br> Centre for Distance and Continuing Education (CDCE), University of
Peradeniya, Peradeniya, Sri Lanka</p>
<p><b>Temporary Instructor</b><br>Department of Computer Engineering, University of Peradeniya,
Peradeniya, Sri Lanka</p>
<table class="courses">
<tr class="academic-semester" valign=top>
<td>
<ul>
<li>Jan 2023: </li>
</ul>
</td>
<td>
CO 225 - Software Construction <span class="responsibility">[In charge]</span><br>
CO 326 - Computer Systems
Engineering: Industrial Networks<br>
CO 328 - Software Engineering <span class="responsibility">[In charge]</span><br>
CO 544 - Machine Learning and Data Mining <span class="responsibility">[In
charge]</span><br>
</td>
</tr>
<tr class="academic-semester" valign=top>
<td>
<ul>
<li>Sep 2022: </li>
</ul>
</td>
<td>
CO 222 - Programming Methodology <span class="responsibility">[In charge]</span><br>
CO 323 - Computer Communication Networks II<br>
CO 521 - Compilers<br>
CO 541 - Artificial Intelligence <span class="responsibility">[In
charge]</span><br>
</td>
</tr>
<tr class="academic-semester" valign=top>
<td>
<ul>
<li>May 2022: </li>
</ul>
</td>
<td>
CO 227 - Computer Engineering Project<br>
CO 423 - Software Project Management <span class="responsibility">[In
charge]</span><br>
</td>
</tr>
<tr class="academic-semester" valign=top>
<td>
<ul>
<li>Jan 2022: </li>
</ul>
</td>
<td>
CO 225 - Software Construction<br>
CO 541 - Artificial Intelligence<br>
CO 543 - Image Processing <span class="responsibility">[In charge]</span><br>
CO 544 - Machine Learning and Data Mining <span class="responsibility">[In
charge]</span><br>
</td>
</tr>
<tr class="academic-semester" valign=top>
<td>
<ul>
<li>Jun 2021: </li>
</ul>
</td>
<td>
CO 326 - Computer Systems Engineering: Industrial Networks<br>
CO 327 - Operating Systems<br>
CO 542 - Neural Networks and Fuzzy System<br>
CO 543 - Image Processing<br>
CO 544 - Machine Learning and Data Mining<br>
</td>
</tr>
</table>
<p><b>Visiting Instructor</b><br>Postgraduate Institute of Science, University of Peradeniya,
Peradeniya, Sri Lanka</p>
<table class="courses">
<tr valign=top>
<td>
<ul>
<li>2022/23: </li>
</ul>
</td>
<td>
ESR 503 - Database Management Systems <span class="responsibility">[In
charge]</span><br>
ESR 514 - Numerical Methods and Algorithms in RS and GIS <span
class="responsibility">[Subject Expert & In charge]</span><br>
</td>
</tr>
<tr valign=top>
<td>
<ul>
<li>2019/20: </li>
</ul>
</td>
<td>
ESR 514 - Numerical Methods and Algorithms in RS and GIS <span
class="responsibility">[Subject Expert & In charge]</span><br>
IT 503 - Programming Laboratory I<br>
</td>
</tr>
<tr valign=top>
<td>
<ul>
<li>2018/19: </li>
</ul>
</td>
<td>
ESR 514 - Numerical Methods and Algorithms in RS and GIS <span
class="responsibility">[Subject Expert & In charge]</span><br>
IT 508 - Document Markup Languages<br>
</td>
</tr>
</table>
<p><b>Temporary Lecturer</b><br>Department of Statistics & Computer Science, University of
Peradeniya,
Peradeniya, Sri Lanka</p>
<table class="courses">
<tr valign=top>
<td>
<ul>
<li>2019/20: </li>
</ul>
</td>
<td>
CS 100 - Computer Applications (Practical) <span class="responsibility">[In
charge]</span><br>
CS 104 - Structured Oriented Programming Practical<br>
CS 202 - Data Structures Practical<br>
CS 204 - Programming using DBMS<br>
CS 303 - Operating System Concepts <span class="responsibility">[In charge]</span><br>
CS 307 - Computer Graphics <span class="responsibility">[In charge]</span><br>
CS 308 - Computer Graphics Programming <span class="responsibility">[In
charge]</span><br>
CS 310 - Server-Side Web Programming <span class="responsibility">[Tutor]</span><br>
CS 421 - Project in Computer Science II <span class="responsibility">[Tutor]</span><br>
</td>
</tr>
<tr valign=top>
<td>
<ul>
<li>2018/19: </li>
</ul>
</td>
<td>
BC 301 - Basic Computing <span class="responsibility">[In charge]</span><br>
CS 104 - Structured Oriented Programming Practical<br>
CS 105 - Object Oriented Programming Practical<br>
CS 202 - Data Structures Practical<br>
CS 308 - Computer Graphics Programming<br>
CS 404 - Parallel processing <span class="responsibility">[Tutor]</span><br>
CS 413 - Information and Network Security <span
class="responsibility">[Tutor]</span><br>
</td>
</tr>
</table>
<p><b>Visiting Instructor</b><br>Centre for Distance and Continuing Education, University of
Peradeniya,
Peradeniya, Sri Lanka</p>
<table class="courses">
<tr valign=top>
<td>
<ul>
<li>2020 Batch: </li>
</ul>
</td>
<td>
CLT 2104 - Basic ICT Skills of Advanced Certificate in Laboratory Technology
<span class="responsibility">[Co-in-charge]</span><br>
</td>
</tr>
</table>
<p><b>Visiting Instructor</b><br>Department of Education, University of Peradeniya,
Peradeniya, Sri Lanka</p>
<table class="courses">
<tr valign=top>
<td>
<ul>
<li>2018/19: </li>
</ul>
</td>
<td>
EDU 307 - ICT Database Systems (Lab)<br>
</td>
</tr>
</table>
</div>
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