Skip to content
View Sumanathilaka's full-sized avatar
📚
Researching
📚
Researching
19 followers · 4 following

Achievements

Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Arctic Code Vault Contributor

Block or report Sumanathilaka

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Sumanathilaka/README.md

Deshan Koshala Sumanathilaka

Lecturer | Researcher | Machine Learning Enthusiast

Welcome to my GitHub profile! I am Deshan Koshala Sumanathilaka, a passionate researcher and lecturer specializing in Machine Translation, Computer Linguistics, Transliteration, Machine Learning, and Bioinformatics. I believe in the power of technology to solve complex problems and improve our lives.

Education

  • PhD(Reading), Swansea University, Wales, United Kingdom.
  • Master of Science, University of Colombo (2023)
    • Thesis: Swa Bhasha: Romanized Sinhala to Sinhala Reverse Transliteration Using a Hybrid Approach
  • Bachelor of Technology in Computer Science and Engineering, National Institute of Technology Calicut, India

Professional Experience

I work as a Visiting lecturer at the Informatics Institute of Technology. In this role, I am actively involved in shaping the minds of future technologists while conducting cutting-edge research in my areas of expertise.

Research Interests

  • Machine Translation: Exploring techniques and algorithms to enable seamless and accurate translation between languages.
  • Computer Linguistics: Investigating the application of computational methods to analyze and understand human language.
  • Transliteration: Developing efficient algorithms and models to convert text from one script to another while preserving its meaning.
  • Machine Learning: Applying machine learning algorithms to solve real-world problems and extract valuable insights from data.
  • Bioinformatics: Leveraging computational methods to analyze biological data, unravel genetic patterns, and discover novel drug targets.

Publications

Full Paper Publication

  • Emotion Detection Using Bi-directional LSTM with an Effective Text Pre-processing Method, 12th International Conference On Computing, Communication And Networking Technologies (ICCCNT), Indian Institute Of Technology Kharagpur, Kharagpur 2021 (IEEE)
  • Swa Bhasha: Message-Based Singlish to Sinhala Transliteration. International Conference on Innovations in Info-business & Technology (ICIIT2022), Informatics Institute of Technology, Colombo 006, Sri Lanka
  • Swa-Bhasha: Romanized Sinhala to Sinhala Reverse Transliteration using a Hybrid Approach, 03rd International Conference on Advanced Research in Computing - ICARC 2023, Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka (ICARC 2023)
  • Deep Learning Based Framework for Reliable Sri Lankan Currency Authentication and Counterfeit Prevention, IEEE 13th International Conference on System Engineering and Technology (ICSET 2023) held at Shah Alam, Malaysia. · Oct 2, 2023 (IEEE)
  • TAMZi!: Shorthand Romanized Tamil to Tamil Reverse Transliteration Using Novel Hybrid Approach, The University of Colombo organized the 23rd ICTER International Conference. · Nov 8, 2023

Abstract Publications

  • Improving The Accuracy Of Predicting Lung Cancer Patient Survival Time Using Lstm Neural Network. 7th International Conference of Sabaragamuwa University of Sri Lanka (ICSUSL) 2019 (ICSUSL)
  • Apekska (अपेक्षा): A Study of Machine Learning Models on Lung Cancer Patient’s Survival Time Prediction. International Conference on Innovation and Emerging Technologies 2021 Faculty of Technology, University of Sri Jayewardenepura, Sri Lanka.
  • IDENTIFY – A Face Image Generation Approach for Identification of Criminals, International Conference on Innovation and Emerging Technologies 2021 Faculty of Technology, University of Sri Jayewardenepura, Sri Lanka.
  • GIS-SHILPA: Multi-Criteria-based Geographical Information System (GIS) for Education Development, International Conference on Innovation and Emerging Technologies 2021 Faculty of Technology, University of Sri Jayewardenepura, Sri Lanka.

Extended Abstract Publication

  • Emotional Analysis of News Using Affective Computing and Sentimental Analysis International Conference on Innovations in Info-business & Technology (ICIIT2022), Informatics Institute of Technology, Colombo 006, Sri Lanka
  • Wicket Keeping Technique Analysis With Deep Neural Networks And Pose Estimations International Conference on Innovations in Info-business & Technology (ICIIT2022), Informatics Institute of Technology, Colombo 006, Sri Lanka
  • Romanized Sinhala to Sinhala Transliteration using a Hybrid Approach International Conference on Innovations in Info-business & Technology (ICIIT2022), Informatics Institute of Technology, Colombo 006, Sri Lanka

Get in Touch

I am always excited to collaborate on research projects or discuss interesting ideas. Feel free to reach out to me via email at [email protected] / [email protected] or connect with me on https://www.linkedin.com/in/deshan-sumanathilaka-32473b170/

Let's innovate, learn, and make a positive impact together!

Popular repositories Loading

  1. Survival-Time-Prediction-of-a-patient-using-LSTM-MLP-DBN Survival-Time-Prediction-of-a-patient-using-LSTM-MLP-DBN Public

    This repo is about predicting survival time of a patient using different deep learning techniques. Basically many models were developed before in literature .

    Python 12 7

  2. Swa-Bhasha-Sinhala-Singlish-Dataset Swa-Bhasha-Sinhala-Singlish-Dataset Public

    This repository contains a dataset of Romanized Sinhala to SInhala Dataset with Adhoc Transliterals

    3

  3. Tkinter_Tutorials Tkinter_Tutorials Public

    The repo contains the Tkinter examples discussed by Deshan Sumanathilaka IT Academy

    Jupyter Notebook 2

  4. PhD-thesis-managament-system PhD-thesis-managament-system Public

    Forked from arc30/php-template

    A template that helps integrate Docker, CircleCI and Heroku in a PHP project for Continuous Integration and Continuous Deployment.

    PHP 1 5

  5. Familytree-PROLOG Familytree-PROLOG Public

    Project is about the family tree implemented using PROLOG

    Prolog 1

  6. Segmentation-of-image-python-Otsu-threshold- Segmentation-of-image-python-Otsu-threshold- Public

    Python 1