Research Students

Mentoring the next generation of researchers and innovators in Computer Science.

Filter by Category

Filter by Intake Year

Masters Students

Bhathiya Supun

Bhathiya Supun

Postgraduate

Intake 2019

Dialogue State Tracking for goal oriented, low-resource language

Bhathiya is a postgraduate research student at the University of Moratuwa. He earned his undergraduate degree in Computer Science and Engineering from the same university in 2016. He possesses 3 years of industry experience and worked as a Senior Software Engineer before joining the lab.

View Profile
Kumaran Kugathasan

Kumaran Kugathasan

MSc Student

Intake 2020

Tamil language chatbot for the banking domain

Kumaran is an experienced researcher with a demonstrated history of working in multi-disciplinary research. He is currently a full-time MSc. with a major component of research student at the University of Moratuwa. He is also an undergraduate batch topper with a Bachelor of Science BSc Hons focused in Software Engineering from the University of the West of England.

View Profile
Janarthanasarma Baskarakurukkal

Janarthanasarma Baskarakurukkal

Postgraduate

Intake 2021

Neural Machine Translation NMT system for English-Tamil

Janarthanasarma is a postgraduate research student at the University of Moratuwa. He earned his undergraduate degree in Computer Science and Engineering from the same university in 2018. He also has one and a half years of industry experience as a software engineer.

View Profile
Vindula Jayawardana

Vindula Jayawardana

Postgraduate

Intake 2022

Enabling efficient mobility-on-demand systems

Not given

View Profile
Yasas Senarath

Yasas Senarath

Postgraduate

Intake 2023

Understanding emotions in short-text such as Tweets

Yasas is a graduate of the Department of Computer Science and Engineering at the University of Moratuwa. He joined DataSEARCH Data Science, Engineering and Analytics Hub just after his graduation. He has worked on a number of Data Science and Natural Language Processing projects.

View Profile
Yohan Jayasanka

Yohan Jayasanka

Postgraduate

Intake 2019

Speech Recognition and Direct speech intent identification

Currently, Yohan is a postgraduate research student at the University of Moratuwa. He earned his undergraduate degree in Computer Science and Engineering from the same university in 2018.

View Profile
Yashothara Shanmugarasa

Yashothara Shanmugarasa

MSc Student

Intake 2020

Improving Phrase-Based Statistical Machine Translation with Preprocessing Techniques

Yashothara is a Software Engineer. She earned her undergraduate degree and a masters degree at the University of Moratuwa. He possesses 3 years of industry experience and worked as a Software engineer. , Yashothara&rsquos areas of interest include Data mining

View Profile
Shiveswarran Ratneswaran

Shiveswarran Ratneswaran

MSc Student

Intake 2021

Working on Data-driven Intelligent Transportation Systems

Shiveswarran is a postgraduate student, currently reading an MSc degree with a major component of research at the Department of Computer Science and Engineering, University of Moratuwa. He earned his undergraduate degree in BSc Hons Engineering from the same university in 2021. He is also working as a research assistant at the DataSEARCH Data Science, Engineering &amp Analytics Research Hub, a multidisciplinary research center at the University of Moratuwa.

View Profile
Roy Ian

Roy Ian

MSc Student

Intake 2022

Amalgamation of General and Domain-Specific Word Embeddings

Roy is a graduate of the Department of Computer Science and Engineering at the University of Moratuwa. Roy working on the project Amalgamation of General and Domain-Specific Word Embeddings for Improved Hierarchical Aspect Aggregation. Experienced Data Scientist working on real-time data analytics platforms using Big-Data technologies and skilled in Python, Data Analysis, C++, R, and Tableau. Further, backed a strong engineering background with a Masters degree in Computer science Data Science and Analytics . , This paper presents a novel approach for hierarchical aspect aggregation employing an amalgamation of domain-specific and domain-independent word embeddings along with agglomerative clustering to output a multi-granular structure of aspects. They evaluate the output using both internal and external measures. Results obtained outperform the state of the art approach in multi-granular aspect aggregation. Link: https://ieeexplore.ieee.org/document/8665518 &nb sp And also working on the project Adaptation of Multivariate Concept to Multi-Way Agglomerative Clustering for Hierarchical Aspect Aggregation Agglomerative clustering is widely used for hierarchical aspect aggregation. Through this paper

View Profile
H.M.M. Jayani Hellarawa

H.M.M. Jayani Hellarawa

Postgraduate

Intake 2023

Domain-Specific Intent Classification with BLSTM

She is a Senior Software Engineer, working on the project Domain-Specific Intent Classification with BLSTM.&nbsp

View Profile
Braveenan Sritharan

Braveenan Sritharan

MSc Student

Intake 2019

Working on developing Unified Voice Embedding

S. Braveenan is currently a full-time MSc. with a major component of research student at the University of Moratuwa.. Earlier he earned an undergraduate degree&nbsp BSc. Engineering Hons specialised in Electronic and Telecommunication from the same university in 2021. He possesses 10 months of industry experience and worked as a Software Engineer before joining as a full-time researcher in the lab.

View Profile
Sanjeewa Dayarathne

Sanjeewa Dayarathne

MSc Student

Intake 2020

Developing a yield curve for the SL Government Securities Market

Mr. K P N Sanjeewa Dayarathne is currently reading for an MPhil in the Department of Computer Science and Engineering of the University of Moratuwa. Sanjeewa Dayarathne graduated from the University of Colombo obtaining a second upper honors Bachelor of Science degree specializing in Statistics in 2001. He obtained a Master of Business Administration Degree in 2008 from the University of Colombo. In 2014 he obtained a Master of Science Degree specializing in Financial Mathematics from the University of Colombo. He completed his Master of Science Degree in Business Analytics in 2019 at Rober Gordon University of Aberdeen. He accounts for 10 years of industry experience in the financial market as a Bond trader and fund Manager and another four years as a general manager. He has worked as a visiting lecturer at the University of Colombo, the University of Sri Jayawardanapura as well as the Institute of Informatics Technology.

View Profile
Buddhi Ayesha

Buddhi Ayesha

MSc Student

Intake 2021

Working on a Real-time Transportation Data Warehouse.

Buddhi Ayesha is a Graduate Teaching Assistant in the Computer Science & Engineering department at the University of Moratuwa. He obtained his Bachelors degree in Computer Science and Engineering from the same institution in 2018. After completing his BSc

View Profile
Aadhil Rushdy

Aadhil Rushdy

Postgraduate

Intake 2022

working on implementing a Text-to-SQL generation system

Aadhil is a postgraduate student at the University of Moratuwa. He earned his undergraduate degree in Information Technology from the same university in 2018. He also has five and a half years of industry experience as a Data Engineer and he is an AWS Certified Data Analytics Specialist. Currently he is working as a Technical Lead – Data Engineering in Sri Lanka.

View Profile
Mokanarangan Thayaparan

Mokanarangan Thayaparan

Postgraduate

Intake 2017

Translation of named entities between Sinhala and Tamil

Mokanarangan Thayaparan is a Ph.D. researcher at the University of Manchester. He earned his undergraduate degree and master's degree at the University of Moratuwa. He completed his master's degree under the supervision of Dr. Surangika Ranathunga and Dr. Uthayasanker Thayasivam. His master's research focused on translating named entities between Sinhala and Tamil. For this, he proposed a semi-supervised named entity tagging approach leveraging metric learning and word embedding models to alleviate the low-resource nature of the task.

View Profile
Rubika Murugathas

Rubika Murugathas

Postgraduate

Intake 2019

Question & Answer generation system in Tamil language

Rubika is a Senior software engineer with 5 years of industry experience. She completed BSc(Hons) in Information Technology from SLIIT & BSc in Physical Science from University of Sri Jayawardanapura. She is currently reading MSc in Computer Science at the University of Moratuwa. Areas of Interest: Natural Language Processing

View Profile

Undergraduate Researchers

Luxshan Thavarasa

Luxshan Thavarasa

Final Year

Intake 2020

Speech Emotion Recognition & NLP for Low-Resource Languages

Luxshan Thavarasa is a Computer Science and Engineering graduate from the University of Moratuwa (BSc Eng Hons, 2025). He is currently a Software Engineer at H2O.ai, developing frontend and backend solutions for H2OGPTe and Agentic AI Applications. His research focuses on Speech Emotion Recognition (SER) for low-resource languages like Tamil, aiming to bring AI advancements to diverse linguistic communities. He is passionate about creating innovative solutions that make complex data accessible and meaningful to users.

View Profile
Sarangan Janakan

Sarangan Janakan

4th Year

Intake 2018

working on the project Voice Clustering

I am a Computer Science and Engineering graduate from the University of Moratuwa.

View Profile
Sathiyakugan Balakrishnan

Sathiyakugan Balakrishnan

Final Year

Intake 2019

End to end speaker model for text-independent speaker identification

An innovative, responsible, self-motivated person, known as a team player with demonstrated abilities in algorithmic design & model building.

View Profile
Vahesan Vijayaratnam

Vahesan Vijayaratnam

Final Year

Intake 2020

Emotion Analysis for Conversational Texts

An undergraduate from the Department of Computer Science and Engineering, the University of Moratuwa.

View Profile
Nivetha Yogendran

Nivetha Yogendran

Final Year

Intake 2021

Hybrid Approach for Accurate and Interpretable Representation Learning of Knowledge Graph

Computer Science and Engineering graduate at the University of Moratuwa who is interested in full-stack development.

View Profile
Mikunthan Thumilan

Mikunthan Thumilan

Final Year

Intake 2022

Information Extraction from Grocery Receipts

Self-motivated CSE undergraduate with highly developed software engineering skills combined with problem identification and implementation of effective solutions.

View Profile
Amila Rukshan

Amila Rukshan

Final Year

Intake 2023

Automating web table columns to knowledge base mapping

An undergraduate at the University of Moratuwa studying a computer science degree.

View Profile
Kavindu Chamiran

Kavindu Chamiran

Final Year

Intake 2018

Automating web table columns to knowledge base mapping

A proud Computer Science and Engineering graduate from the University of Moratuwa. A DevOps Engineer at Enactor.

View Profile
Abivarshi Kanagarajah

Abivarshi Kanagarajah

Final Year

Intake 2019

Hybrid Approach for Accurate and Interpretable Representation Learning of Knowledge Graph

I am Abivarshi Kanagarajah, an undergraduate student at the Department of Computer Science and Engineering, University of Moratuwa.

View Profile
Piruntha Navanesan

Piruntha Navanesan

Final Year

Intake 2020

Emotion Analysis for Conversational Texts

I am Piruntha Navanesan, Undergraduate of Department of Computer Science and Engineering, University of Moratuwa.

View Profile
Kularajini Chandiran

Kularajini Chandiran

Final Year

Intake 2021

Hybrid Approach for Accurate and Interpretable Representation Learning of Knowledge Graph

I am Kularajini Chandiran, an undergraduate in the Department of Computer Science and Engineering at the University of Moratuwa.

View Profile
Rashmini Naranpanawa

Rashmini Naranpanawa

Final Year

Intake 2022

English to Sinhala Neural Machine Translation

A final year Computer Science and Engineering undergraduate, who is motivated to explore novel technologies and willing to accept challenges.

View Profile
Ravinga Perera

Ravinga Perera

Final Year

Intake 2023

English to Sinhala Neural Machine Translation

A final year undergraduate at the Department of Computer Science and Engineering, University of Moratuwa.

View Profile
Thilakshi Fonseka

Thilakshi Fonseka

Final Year

Intake 2018

English to Sinhala Neural Machine Translation

A final year undergraduate at the Department of Computer Science and Engineering, University of Moratuwa.

View Profile
Rashindrie Perera

Rashindrie Perera

4th Year

Intake 2019

Deep neural network architecture to classify Whole Slide Images

A first-year Ph.D. student at the Optimization and Pattern Recognition group at the University of Melbourne, School of Engineering.

View Profile
Haritha Jayasinghe

Haritha Jayasinghe

Final Year

Intake 2020

Building a multi-agent simulation environment for ride-hailing platforms

A 4th-year undergrad at the CSE department with an interest in deep learning.

View Profile
Jenarthanan Rajenthiran

Jenarthanan Rajenthiran

Final Year

Intake 2021

High-level voice feature extraction

Jenarthanan Rajenthiran is an undergraduate, department of computer science and engineering, university of Moratuwa, Sri Lanka.

View Profile
Lakshika Sithamparanathan

Lakshika Sithamparanathan

Final Year

Intake 2022

High-level voice feature extraction

Final year Computer Science and Engineering undergraduate, extremely motivated to constantly grow professionally.

View Profile
Saranya Uthayakumar

Saranya Uthayakumar

Final Year

Intake 2023

High-level voice feature extraction

An undergraduate from the Department of Computer Science and Engineering, the University of Moratuwa with a passion for learning new things.

View Profile
Chanuka Wijayakoon

Chanuka Wijayakoon

4th Year

Intake 2018

FlowChroma - A Deep Recurrent Network for Video Colorization

Research Engineer in Computer Vision & Deep Learning.

View Profile
Lahiru De Alwis

Lahiru De Alwis

4th Year

Intake 2019

engineering graduate and entrepreneur

I am an engineering graduate and entrepreneur. I co-founded a software solutions company and currently heading up the front-end development team.

View Profile
Achala Dissanayake

Achala Dissanayake

4th Year

Intake 2020

overseeing the blockchain solution development

I am a Computer Science and Engineering graduate. I co-founded a software solutions start-up with two other batch mates.

View Profile
Kalana Muthumuni

Kalana Muthumuni

4th Year

Intake 2021

co-founded Urban.lk

I am a Computer Science and Engineering undergraduate. I co-founded Urban.lk in 2015 which is a Premium Online Store in Sri Lanka.

View Profile
Manujith Pallewattte

Manujith Pallewattte

4th Year

Intake 2022

working on a project

I am an engineering graduate, currently working as the COO of Avantrio - An AI/ML solutions startup I co-founded in 2019.

View Profile
Chamath Abeysinghe

Chamath Abeysinghe

4th Year

Intake 2023

working on a project

I am a graduate of the Computer Science and Engineering Department, University Moratuwa. Currently, I am studying for a Ph.D. at Monash University, Australia.

View Profile
Charangan Vasantharajan

Charangan Vasantharajan

Final Year

Intake 2018

Tamizhi-Net OCR & Offensive Language Identification

A third-year student at the Department of Computer Science and Engineering at the University of Moratuwa.

View Profile
Sivakumaran Gowthaman

Sivakumaran Gowthaman

3rd Year

Intake 2019

Mentored through University of Moratuwa Mentorship Programme

I am an Electronics & Telecommunication Engineering undergraduate from the University of Moratuwa.

View Profile
Pamoda Abeyawardhana

Pamoda Abeyawardhana

Final Year

Intake 2020

Conversational AI Speech Dialog System

A dedicated and enthusiastic individual who is willing to constantly learn and improve skills and abilities while tackling new challenges.

View Profile
Lakshika Athapaththu

Lakshika Athapaththu

Final Year

Intake 2021

working on the project Conversational AI Speech Dialog System.

I am a Computer Science and Engineering graduate who Seeks an opportunity to continuously put the best of my knowledge, skills, abilities towards professional growth.

View Profile
Thilini Dinushika

Thilini Dinushika

Final Year

Intake 2022

worked on the project Conversational AI: Sinhala Speech Dialog System.

I am a computer science engineering undergraduate who is passionate to explore and learn new technology and apply them in real-life applications.

View Profile
Tarindu Jayatilaka

Tarindu Jayatilaka

Final Year

Intake 2023

Building a multi-agent simulation environment for ride-hailing platforms

A final year undergraduate at the Department of Computer Science and Engineering.

View Profile
Ravin Gunawardena

Ravin Gunawardena

Final Year

Intake 2018

Building a multi-agent simulation environment for ride-hailing platforms

A final year undergraduate at the Department of Computer Science and Engineering.

View Profile
Durashi Langappuli

Durashi Langappuli

Final Year

Intake 2019

Dialogue policy optimization and Building Task-Oriented Conversational Agents in Low-Resource Settings

4th year undergraduate at CSE department who has experience in data science, machine learning, and natural language processing.

View Profile
Tharindu Madusanka

Tharindu Madusanka

Final Year

Intake 2020

Dialogue policy optimization and Building Task-Oriented Conversational Agents in Low-Resource Settings.

Final year undergraduate who like to take a quantitative approach to things in life.

View Profile
Thisara Welmilla

Thisara Welmilla

Final Year

Intake 2021

Dialogue policy optimization and Building Task-Oriented Conversational Agents in Low-Resource Settings.

A final year undergraduate at the Department of Computer Science and Engineering who is a great team player.

View Profile
VITHURABIMAN SENTHURAN

VITHURABIMAN SENTHURAN

4th Year

Intake 2022

VRGuard - Protecting Biometric Signal Privacy in AR/VR

I am currently involved in an academic research project that places a strong emphasis on safeguarding the privacy of biometric signals within the AR and VR domains.

View Profile
Kajaani Balabavan

Kajaani Balabavan

Final Year

Intake 2024

A Robust Panel Time Series Algorithm Using Deep Neural Network

A fourth-year undergraduate at the Department of Computer Science and Engineering at the University of Moratuwa. I am passionate about Data Science, with a particular interest in Machine Learning and Deep Learning for time series analysis, and I am currently exploring Panel Time Series Analysis. My engineering background and interest in data analysis drive me to develop innovative solutions for extracting insights from complex data.

View Profile
Shabthana Johnson

Shabthana Johnson

Final Year

Intake 2024

A Robust Panel Time Series Algorithm Using Deep Neural Network

I am a fourth-year undergraduate student at the University of Moratuwa, specializing in Computer Science and Engineering. My academic and professional journey is driven by a strong passion for Data Science, with a focus on applying Machine Learning and Deep Learning techniques to areas such as time series analysis and Natural Language Processing (NLP). Currently, I am working on developing a robust panel time series algorithm using Deep Neural Networks to advance time series forecasting. I am committed to continuous learning and actively expand my skills through self-study and practical experience with emerging technologies.

View Profile
Sathurgini Uthyakumar

Sathurgini Uthyakumar

Final Year

Intake 2024

Robust Panel Time series Algorithm Using Deep Neural Network

I am a final-year Computer Science and Engineering undergraduate at the University of Moratuwa. I am interested in full-stack software development. I have six months of experience as a Software Engineering intern and gained hands-on experience with various technologies. Additionally, I am keen on learning and applying deep learning concepts and models. Currently, I am focusing on assessing the performance and robustness of deep neural network models for panel time series data analysis.

View Profile
Thanikan Sivatheepan

Thanikan Sivatheepan

Final Year

Intake 2024

Multilingual Speech Emotion Recognition

A final year undergraduate at the Department of Computer Science and Engineering at the University of Moratuwa. My research interests include Machine Learning, Natural Language Processing, and Data Science.

View Profile
Jubeerathan Thevakumar

Jubeerathan Thevakumar

Final Year

Intake 2024

Multilingual Speech Emotion Recognition

As a 4th-year Computer Science and Engineering undergraduate at the University of Moratuwa, Sri Lanka, I am passionate about Software Engineering, Data Science, and Networking. Proficient in Python, Java, JavaScript and Azure, I've done projects in NLP Chatbots. With strong analytical and leadership skills, I'm dedicated to problem-solving.

View Profile
Saadha Marium Salim

Saadha Marium Salim

Final Year

Intake 2024

ScalableXplain - Explainable AI Methods for Distributed Machine Learning Systems

I am a final-year undergraduate in the Department of Computer Science and Engineering at the University of Moratuwa with a strong passion for data science and machine learning. I am dedicated to honing the tools and techniques that foster innovation in these areas.

View Profile
Inuka Asel Ampavila

Inuka Asel Ampavila

Final Year

Intake 2024

ScalableXplain - Explainable AI Methods for Distributed Machine Learning Systems

I am a final year undergraduate from the University of Moratuwa studying in the Department of Computer Science and Engineering - Data Science and Engineering Stream. Currently I am focusing on research areas of explainable AI (XAI) and distributed machine learning.

View Profile
Bojitha Liyanage

Bojitha Liyanage

Final Year

Intake 2024

ScalableXplain - Explainable AI Methods for Distributed Machine Learning Systems

I am passionate about solving new challenges and finding smarter, more efficient solutions. With a keen interest in machine learning related ares, I focus on exploring emerging technologies and applying them to practical problems. Recently finished my internship experience at Coachello, and gained real-world application of software engineering and AI/ML skills.

View Profile
Pairavi Thanancheyan

Pairavi Thanancheyan

Final Year

Intake 2024

Extending Context Length of Encoder Trasformers for Enhanced Entity Extraction in Legal Contracts

I am Pairavi Thanancheyan, currently pursuing a degree in Computer Science and Engineering at the University of Moratuwa. With hands-on experience in data science projects and a passion for learning and exploring AI and machine learning, I value teamwork and continuous improvement, always striving to make a positive impact through my work.

View Profile
Jathushan Raveendra

Jathushan Raveendra

Final Year

Intake 2024

Metaphor Surface Realization and Metaphor Sentence Generation for Tamil Language

I am passionate about Data Science and Software Engineering, driven by a desire to learn and grow in this dynamic field. With a strong belief that hard work and dedication are key to success, I thrive in collaborative team environments. I am always eager to take on new challenges, expand my skill set, and contribute effectively to projects that drive meaningful results.

View Profile
Sangaran Thevarasa

Sangaran Thevarasa

Final Year

Intake 2024

Extending Context Length of Encoder Trasformers for Enhanced Entity Extraction in Legal Contracts

I am Sangaran Thevarasa, an undergraduate student in the Computer Science and Engineering department at the University of Moratuwa. I am passionate about exploring various aspects of Computer Science, with a strong interest in Software development, Data Science and Machine Learning. I am a motivated and dedicated individual, always eager to expand my knowledge and contribute to technological advancements in my field.

View Profile
Lithurshan Kanagalingam

Lithurshan Kanagalingam

Final Year

Intake 2024

Extending Context Length of Encoder Trasformers for Enhanced Entity Extraction in Legal Contracts

A final year Computer Science and Engineering undergraduate deeply passionate about Machine Learning and web application development, I am committed to continuous learning and the adoption of emerging technologies, striving to enhance my expertise and deliver effective solutions.

View Profile
Oshadi Perera

Oshadi Perera

Final Year

Intake 2024

Structure-informed Super Resolution Technique for Scientific Imaging

Enthusiastic Data Science Engineering undergraduate with a strong academic background and fervent passion for Machine Learning, Data Science, and Artificial Intelligence. Fueled by curiosity and an unyielding drive to learn, empowered by a diverse skill set and a relentless spirit, I aspire to create a lasting impact through intelligent solutions.

View Profile
Shamila Jeewantha

Shamila Jeewantha

Final Year

Intake 2024

Speaker Diarization using Deep Neural Networks

I am a Computer Science and Engineering undergraduate at the University of Moratuwa, with a focus on machine learning and integrated computer engineering. I am excited to explore innovative approaches and contribute to advancements in intelligent systems.

View Profile
Subavarshana Arumugam

Subavarshana Arumugam

Final Year

Intake 2025

Extraction of Knowledge from an LLM Using Knowledge Graphs (KGs)

A final-year Computer Science and Engineering student at the University of Moratuwa with a passion for Full Stack Development and Artificial Intelligence. As part of a group project, I am contributing to an extraction of knowledge from an LLM Using Knowledge Graphs (KGs).

View Profile
Mamta Nallaretnam

Mamta Nallaretnam

Final Year

Intake 2025

Extraction of Knowledge from an LLM Using Knowledge Graphs (KGs)

A final-year Computer Science and Engineering student at the University of Moratuwa with a passion for Full Stack Development and Artificial Intelligence. As part of a group project, I am contributing to an extraction of knowledge from an LLM Using Knowledge Graphs (KGs).

View Profile
Kithuni Devma

Kithuni Devma

Final Year

Intake 2025

Extraction of Knowledge from an LLM Using Knowledge Graphs (KGs)

A final-year Computer Science and Engineering student at the University of Moratuwa with a passion for Full Stack Development and Artificial Intelligence. As part of a group project, I am contributing to an extraction of knowledge from an LLM Using Knowledge Graphs (KGs).

View Profile
Chamath Hirushan

Chamath Hirushan

Final Year

Intake 2025

Extraction of Knowledge from an LLM Using Knowledge Graphs (KGs)

A final-year Computer Science and Engineering student at the University of Moratuwa with a passion for Full Stack Development and Artificial Intelligence. As part of a group project, I am contributing to an extraction of knowledge from an LLM Using Knowledge Graphs (KGs).

View Profile
Raveendiran Akshiya

Raveendiran Akshiya

Final Year

Intake 2025

Semantic Similarity and Uncertainty Quantification (UQ)

I'm a final-year Computer Science and Engineering undergraduate at the University of Moratuwa, passionate about software development and machine learning. Currently, I'm diving deep into semantic similarity and uncertainty quantification as part of my final-year research project. Excited to explore how these concepts can enhance the reliability and interpretability of intelligent systems.

View Profile
Dilrangi Sankalpana

Dilrangi Sankalpana

Final Year

Intake 2025

Semantic Similarity and Uncertainty Quantification (UQ)

I'm a fourth-year Computer Science and Engineering student at the University of Moratuwa, with a strong interest in Data Science and NLP. Right now, I'm working on my final year project, which focuses on measuring how similar two pieces of text are while also figuring out how confident the model is about its answer, as I am contributing to quantifying uncertainty

View Profile
Praveenasarma Baskarakurukkal

Praveenasarma Baskarakurukkal

Final Year

Intake 2025

Semantic Similarity and Uncertainty Quantification (UQ)

A final-year Computer Science and Engineering undergraduate at the University of Moratuwa with a strong interest in backend development and a growing passion for Machine Learning and Artificial Intelligence. As part of our final year Research and Development Project, our team is working on Semantic Similarity and Uncertainty Quantification (UQ), aiming to develop a model that not only compares the meaning of two texts but also estimates the confidence of the model's predictions. I am currently exploring the use of a knowledge graph-based approach to capture semantic relationships and estimate uncertainty in textual data. This direction is under investigation as a potential enhancement to traditional transformer-based similarity models. We aim to explore the development of interpretable and trustworthy AI systems, with potential applications in domains such as legal text analysis and intelligent search. "Not just what the model thinks but how sure it is"

View Profile