Projects(25+)

Final-year research project tackling the Short-Observation Forecasting (SO-fore) sub-problem of New Fashion Product Performance Forecasting. Built a weekly-native pipeline that combines a phase-adaptive multi-metric similarity engine, donor-guided LSTM transfer fine-tuning, and a BCa-bootstrap negative-transfer gate, and evaluated it on the official VISUELLE 2.0 SO-fore_2-10 test split (10,684 item-shop pairs). Reached WAPE 90.82, a paired-bootstrap statistically significant 2.17-point improvement over the strongest non-image baseline; on the low-volume tier (the SME deployment regime), the improvement reaches +9.54 WAPE. Every result reproduces from a single shell command; the repository ships a frozen test-set manifest with content hashes, 330 automated tests, and 16 named experiments documenting both successful results and surfaced research bugs (oracle-gate test-set leak caught on a 50-pair smoke run; pandas dtype-mismatch silently disabling an entire similarity branch).

A full-stack monorepo platform that streamlines career fair execution from candidate applications to hiring decisions, including admin operations, recruitment workflows, and public-facing experiences.

A high-conversion, commercial-grade e-commerce monorepo built for scalability and ease of ownership. Available FOR SALE, this low-cost solution comes pre-integrated with a sophisticated Customer Feedback system for social proof and a robust Promotion Engine for dynamic marketing. Using Next.js 16/React 19, it provides a turnkey platform for businesses looking to launch a premium online presence with specialized features at an affordable price point. https://v5x-shop-v1-storefront.vercel.app/ https://v5x-shop-v1-admin.vercel.app/

Photography platform simplifying bookings, portfolio management, feed and payments for photographers and clients alike and includes admin dashboard. Mentorship provided by 99x

CareerGPT is an AI-powered career guidance platform designed to connect candidates, recruiters, and career coaches through direct, real-time conversations. The platform combines advanced AI-driven recommendations with guidance from real professionals, eliminating mutual invitation barriers and improving hiring efficiency.

Years Out is a data-first platform where people share major life decisions and post follow-up updates over time. Instead of one-off anecdotes, the product builds a structured, searchable archive of real outcomes across categories like career change, moving abroad, and quitting to freelance.

A comprehensive full-stack e-commerce platform delivering household essentials including purified drinking water and LP gas cylinders to doorsteps across Sri Lanka. Features a customer-facing storefront built with Next.js and a separate admin dashboard for managing products, orders, inventory, and analytics. Includes real-time order tracking, payment processing, and delivery management.

A testing/learning project built to practice Go by implementing a production-style scraper pipeline with concurrent workers, dynamic JSON-schema extraction, Gemini/Ollama provider support, PostgreSQL persistence, and API/CLI interfaces.

An end-to-end machine learning project that forecasts monthly tourist arrivals to Sri Lanka using SLTDA public data, compares traditional regression models, and provides explainable predictions through a Streamlit web app.

A comprehensive laundry management system designed to monitor the washing processes across all branches, while efficiently documenting daily inflows and outflows. Also had the responsibility for production deployments. (NDA Signed).

A comprehensive service management system designed to monitor the service processes across all branches, while efficiently documenting daily inflows and outflows. Also had the responsibility for production deployments. (NDA Signed).

A comprehensive recruitment platform designed for the Faculty of Information Technology at the University of Moratuwa. It bridges the gap between students and the IT industry by facilitating profile creation, skill-based matching, and sponsorship management for a premier annual career fair.

Personalized candidate profiles, company dashboards for reviewing CVs, and an admin dashboard for system administration, ensuring smooth coordination and feedback mechanisms for internship mock interviews at the University of Moratuwa. 800+ candidate registrations, 1000+ interviews through the platform. Best Industry Collaborative Project Award for the Event (IEEE SL Section - 2023)

A comprehensive e-commerce platform built with microservices architecture, featuring product catalog management, inventory tracking, order processing, and real-time notifications. The system includes three main applications: a modern Next.js customer-facing frontend with shopping cart functionality, a comprehensive admin dashboard for managing products, orders, inventory, and customers, and a robust Spring Boot backend with multiple specialized services. Features include product browsing with advanced filters, order management, payment processing, warehouse management, inventory restocking, customer management, analytics dashboard, and email notifications through Kafka event streaming. The platform uses Keycloak for secure authentication and authorization with role-based access control.

Official website of IEEE Student Branch of University of Moratuwa

A robust, production-grade service request management system featuring Role-Based Access Control, automated workflows, and secure file handling. Built with a focus on type safety and complete test coverage.

A modern, feature-rich portfolio website built with Next.js 16, featuring a comprehensive admin dashboard for content management. The project showcases projects, blogs, experiences, services, and testimonials with a beautiful, responsive design. The admin side provides complete CRUD operations, bulk import capabilities, drag-and-drop reordering, image uploads via Cloudinary, and role-based access control.

Official website Website for DevLabs - Official Startup of Faculty of IT UoM

Event Website . Best IEEE Student Branch Project (Event) Award 2023

A high-performance email delivery engine built with Next.js and Prisma, providing a reliable queue system, block-based template building, and advanced organization management for multi-tenant applications.

A website for a virtual exhibition produced for the use of RIBA Re-Validation of B.Arch (Hons) Degree Programme at the Department of Architecture, University of Moratuwa.

A comprehensive blog and academy platform dedicated to educating entrepreneurs and businesses about product sourcing, particularly focused on African markets. Features a modern blog system with rich content, dark/light theme support, and responsive design for optimal user experience.

Frontend development of Spreadit Global's main business website and multi-portal platform. Built comprehensive UI/UX including authentication flows, user dashboards, category selection, account management, and business service interfaces for both affiliate and main platform users. Implemented complete authentication system, type-safe form validation, custom UI components, and responsive design. This project focused exclusively on frontend development with no backend integration.

A modern, visually distinctive React-based website for Strewth restaurant featuring a unique design aesthetic with custom borders, responsive navigation, and immersive content sections. The site showcases menus, events, location information, and brand storytelling with a focus on creating an engaging user experience that reflects the restaurant's character and atmosphere.

Successful completion of our first-year Microcontroller based hardware project, the "Project DUMA | Pet Caretaker." The Challenge was leaving our pets alone for extended periods worries us all. Feeding, emotional well-being, and safety are constant concerns, inspiring us to create a solution that offers solace to fellow pet lovers. Our Solution we came up with is a cutting-edge device designed to address the very essence of pet owners' worries during their absence. Our creation boasts features that redefine pet care: