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).