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-I am a dedicated Engineering Undergraduate at Moratuwa University, Sri Lanka, with a profound passion for both Machine Learning and Software Engineering. My academic journey is deeply rooted in AI, ML, and Deep Learning, complemented by my studies in software engineering.

-As a tech enthusiast, I have self-taught skills in machine learning and deep learning, which I continually refine through practical applications and research. I am actively seeking opportunities to participate in projects that bridge theoretical knowledge and real-world problem-solving, aiming to contribute innovative solutions and insights in the fields of AI and software engineering.

-My commitment to continuous learning and development defines my journey in technology, positioning me as an aspiring professional ready to tackle complex challenges and drive advancements in both machine learning and software engineering.

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TypeScript JavaScript Python React Nest Next.js Prisma Tailwind CSS Bootstrap Node.js Express.js PyTorch TensorFlow MongoDB MySQL Pandas NumPy
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 pramodyasahan

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Pramodya Sahan Dilushana's Projects

binary-classifier icon binary-classifier

This repository houses the code for a machine learning model designed to predict customer churn. The model is built using Support Vector Machine (SVM) from the scikit-learn library and incorporates preprocessing, pipeline, and grid search techniques for optimal performance.

book-store-mern icon book-store-mern

This is a Book Management System built with React for the frontend and Express with MongoDB for the backend. It allows users to view, add, edit, and delete books in the system.

boston-housing-project icon boston-housing-project

This project aims to predict housing prices in the Boston area using various machine learning models. It leverages the Boston Housing dataset, applying preprocessing techniques, feature engineering, and model evaluation to understand and predict housing prices effectively.

car-safe-predictor icon car-safe-predictor

This repository contains a machine learning project that applies the K-Nearest Neighbors (KNN) classification algorithm to predict car safety ratings. The project uses a dataset of cars, with features such as buying price, maintenance cost, number of doors, persons, lug boot size, and safety.

cifar-10-object-recognition icon cifar-10-object-recognition

This repository contains a TensorFlow-based image classification model designed to classify images from the CIFAR-10 dataset. The CIFAR-10 dataset comprises 60,000 32x32 color images in 10 classes, with 6,000 images per class.

coffee-machine icon coffee-machine

This Coffee Machine project is a part of the "100 Days of Code: The Complete Python Pro Bootcamp" course on Udemy. It is a Python-based console application that simulates a coffee machine.

companyb icon companyb

Repository "Company B" is dedicated for the documentation of the web application

custom-image-classification-model icon custom-image-classification-model

This repository hosts a TensorFlow-based custom image classification model. The model is designed to classify images into binary classes, labeled as 'Happy' and 'Sad'.

grade-predictor icon grade-predictor

This project aims to predict student performance based on various features such as job, study time, failures, absences, and first and second period grades. The project utilizes a linear regression model from the scikit-learn library in Python.

health-insurance-cost-prediction icon health-insurance-cost-prediction

This project focuses on predicting health insurance costs using a polynomial regression model. By employing machine learning techniques in Python, the project aims to accurately estimate insurance costs based on various personal attributes. The model takes into account several features including age, sex, BMI, number of children, smoking status etc

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