- NIMSHA FERNANDO -

Building Innovative Solutions with Code and Creativity

Hi! I'm Nimsha, a passionate software engineering undergraduate at APIIT University in Sri Lanka. I’m driven by technology’s power to solve real-world problems and always eager to learn and build innovative, user-centric applications.

A small selection of recent projects

MintWatch

A Flutter e-commerce app with a Laravel backend, featuring a responsive frontend and a custom admin panel for managing products, orders and reviews

Check GitHub Repo

Petfinity

Developed a progressive web app for pet care with features like profiles, appointment booking, and analytics using Laravel, JavaScript, and MySQL.

Check GitHub Repo

Morse Code Translator

Built a Morse code translator using a binary tree structure with added security through code reversal using Java.

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Inventory Management System

Built an inventory management system with a external transaction log using C# and MySQL.

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Responsive Turtle Website

Developed a website for turtle enthusiasts with a ticket booking system using HTML, CSS, and JavaScript.

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Portfolio Website

Developed a mordern portfolio website using Next JS and framer Motion with the usage of React

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Phytosense

AI-driven workflow for medicinal plant classification using deep learning, QSAR modeling, and cheminformatics to predict EGFR inhibition potential for oral cancer.

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SYOS Project

Designed and implemented a Java-based POS and stock management system implementing concurrency and design patterns under SOLID principles.

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MDS: Mosquito Detection System

Fine-tuned a YOLOv8s model on the MosquitoFusion dataset to detect mosquitoes and breeding sites in real-time with multi-scale detection and risk classification deployed via Gradio.

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CardioRisk AI

Built an end-to-end ML pipeline on the Framingham Heart Study dataset using XGBoost achieving 0.79 ROC-AUC, deployed with Gradio UI for real-time CHD risk prediction and model comparison.

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Sinha-Sign: Sign Language Translator

Fine-tuned an InceptionV3 model for real-time Sinhala sign language translation with 93% accuracy, integrated OpenCV hand detection, and deployed with live translation and audio synthesis.

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Skin-Oil: Oiliness Detection System

Developed an unsupervised pseudo-labelling pipeline using K-Means clustering and MobileNet CNN to classify four facial oiliness levels with in-browser webcam capture and confidence visualization.

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APIIT Intern Management System

Built a multi-role web platform for internship lifecycle management with analytics dashboard, CSV/Excel import/export, and role-based access control using Laravel and Tailwind CSS.