CAREER SUMMARY
- January 2016 – November 2018: Instructor, Department of Software Engineering, Faculty of Computing
- November 2018 - Present: Assistant Lecturer, Department of Information System Engineering, Faculty of Computing
ACADEMIC QUALIFICATIONS
- B.Sc. Special (Hons) Degree in Information Technology Specialized in Software Engineering
- Participated in Stanford Scholar research talk: “Crowdsourcing Annotations of Websites’ Privacy Policies: Can It Really Work?”
- Successfully completed Data Science Specialization in John Hopkins University (Coursera online)
- Data Scientist's Toolbox
- Getting and Cleaning Data
- R programming
- Statistical Inference
- Exploratory Data Analysis
RESEARCH INTERESTS AND MEMBERSHIP
Research Interests
- Machine Learning
- Game Theory
- Mobile and Ad hoc networks
- Computer and Network Security
- Big Data Analysis
- Data Security
- Social Network Analysis
- Artificial Intelligence
- Wireless Sensor Networks
- Sentiment Analysis
- Data Mining
Memberships
- ISOC
MY PUBLICATIONS
Journal Publications
- Nipuna Pannala , Chamira Nawarathna , Kosala Jayakody, Lakmal Rupasinghe and Kesavan Krishnadeva "Support Vector Machine(SVM) Based Approach to Aspect Based Sentiment Analysis"
- Rupasinghe P.L Chamira Nawarathna and Kalpa Kalhara Sampath "Enhancing the Security of OLSR Protocol Using Reinforcement Learning"
- Rupasinghe P.L, Chamira Nawarathna and Kalpa Kalhara Sampath "A Model to Represent Recommendation Based Trust for MANET Using Reinforcement Learning"
- Shanen Leen De Silva, Hansi Mayadunna, Iesha Wedage, Sasanka Pabasara, Rupasinghe P.L, Chethana Liyanapathirana, Krishnadeva Kesavan, Chamira Nawarathna and Kalpa Kalhara Sampath "Improving Trusted Routing by Identifying Malicious Nodes in a MANET Using Reinforcement Learning,"
- Krishnadeva Kesavan , Chethana Liyanapathirana , Gayani Sadamali , S.A.W.S Sampath, Y.M. Sureni Koshila , Chamod Premarathne , Rupasinghe P.L, Chamira Nawarathna "Androsafe: Online malware analysis with statistic and dynamic methods"
- Lakmal Rupasinghe, Krishnadeva Kesavan, Heshani Herath, Ishani Pathinayake, Ashani Diaz and Indujayani Karthigesu, Chamira Nawarathna "Predictive Analytics with online data for WSO2 Machine Learner with the support of Ensemble method"
- Lakmal Rupasinghe, Chamira Nawarathna, Jude Niroshan, Anushka Kodithuwakku, Sajith Liyanage and Sadunika Kularathna "Trustworthy MANET Routing ESTAODV Implementation"
