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Freelancer
Data Scientist
June 27, 2026 – Present
Airline-Passenger-Satisfaction-Prediction-Using-Machine-Learning-Models
November 23, 2025 – November 23, 2025
Airline-Passenger-Satisfaction-Prediction-Using-Machine-Learning-Models — GitHub repository
View ProjectAI_Powered-Phishing-URL-Detection-Web-Application
November 21, 2025 – November 23, 2025
AI_Powered-Phishing-URL-Detection-Web-Application — GitHub repository
View ProjectDetecting-Fake-News-Articles-with-Transformer-Based-Classification
November 21, 2025 – November 21, 2025
Detecting-Fake-News-Articles-with-Transformer-Based-Classification — GitHub repository
View ProjectPredict-Academic-Level-and-Recommend-Next-Year-Courses-for-University-Students
October 15, 2025 – October 15, 2025
A full-stack React and Python Flask system was developed to predict students’ current academic level and recommend future courses using real MyOUSL data. Leveraging ML models like Random Forest, XGBoost, KNN, and GNN, it automates academic analysis, credit validation, and personalized course suggestions.
View ProjectCiteGenius-Automated-Research-Paper-Citation-Formatter
September 28, 2025 – September 28, 2025
CiteGenius-Automated-Research-Paper-Citation-Formatter — GitHub repository
View ProjectPREDICTION_OF_HEART_DISEASE
July 6, 2025 – July 6, 2025
In this project, I employ Data Mining techniques to analyze patient health data and develop a classification system that predicts the likelihood of heart disease.
View ProjectUniversity_Subject_Eligibility_Chatbot
July 6, 2025 – July 6, 2025
A simple chatbot that helps students find out which university subjects they can take, based on prerequisites and credits. It uses data from the university guidebook to answer questions. (Still under development)
View ProjectStudent_Academic_Plan_Recommendation_System
June 29, 2025 – July 2, 2025
This project predicts the academic level of OUSL students using their current results and suggests a personalized subject plan for the next academic year. It analyzes passed, failed, and eligible subjects while considering prerequisites to support efficient academic planning.
View ProjectSWEG-Project
June 28, 2025 – June 28, 2025
A web-based application that accurately calculates GPA and degree classifications for Software Engineering students at the Open University of Sri Lanka. The system ensures transparency, eliminates manual errors, and provides students with real-time academic insights. Fully responsive and built for future scalability to other degree programs.
View Projectsalary_management_system
March 4, 2020 – March 6, 2020
salary_management_system — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong interest in applying data science to real-world problems, particularly in educational and health domains. The diversity of projects suggests an ability to adapt to different problem spaces. However, the experience level is listed as 0, and the only professional experience is a current 'Freelancer' role without specific details, making it difficult to fully assess cultural fit and professional work ethic. The target role is 'Data Scientist', which aligns well with the project focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test scores were provided, and project descriptions do not offer insights into collaboration or communication styles.