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gg xx

@ggxx

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Computer science undergraduate specializing in information systems, delivering data-driven web and ML solutions.

Bangladesh

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What I'm looking for

I’m looking for a role where I can apply my data science and machine learning skills to build real, data-driven products, while contributing to web and software projects. I want continuous learning, new challenges, and strong teamwork.

I’m a Computer Science undergraduate majoring in Information Systems, with hands-on experience in data science, machine learning, natural language processing, and web development. I build data-driven solutions through exploratory data analysis (EDA) and use modern development tools and technologies to turn insights into working products.

My projects include machine learning for heart failure detection, brain tumor detection using CNNs, and diabetes prediction with Hugging face and Gradio. I also develop web and software-based applications—like a Smart City Corporation management system (HTML, CSS, JavaScript, PHP, and MVC-based workflow) and C# applications such as an Online Book Shop and Student Record Management System—because I enjoy combining technical execution with creative problem-solving.

Experience

Work history, roles, and key accomplishments

Online Book Shop

Implemented an online book shop that allows users to buy or rent books using C#. Built the core application logic to support the buy/rent workflow.

C#Software Development

Smart City Hub Web App

Smart City Hub

Built a Smart City management system with property browsing, registration, login, and password management. Implemented an MVC-based workflow for online issue registration and location-based search using HTML, CSS, Session, JavaScript, and PHP.

MVC PHP JavaScript HTML CSS Session Management Web Application Development

Brain Tumor Detection

Brain Tumor MRI Detection

Developed a computer vision model for brain tumor detection using a CNN architecture. Performed accuracy evaluation with ROC curve and confusion matrix analysis.

data preprocessing Computer Vision Model Evaluation ROC Analysis Confusion Matrix Evaluation

Heart Failure Detection

Machine Learning - Heart Failure

Built a machine learning pipeline for heart failure detection with data preprocessing, feature engineering, and classification models. Evaluated performance using accuracy/precision and confusion matrices, and supported smarter energy optimization through consumption forecasting.

data preprocessing Feature Engineering Classification Accuracy Analysis Precision Analysis Confusion Matrix Evaluation Optimization

Student Record Management

Student Record System

Built a student record management system to store student information. Implemented application functionality to manage student data within the system.

C#Data Management Software Design Application Development

Diabetes Prediction App

Diabetes Prediction

Created a diabetes prediction workflow using Hugging Face and Gradio for model interfacing. Applied data preprocessing and feature engineering, then evaluated classification performance with accuracy/precision and confusion matrix analysis.

Hugging Face Gradio data preprocessing Feature Engineering Classification Accuracy Analysis Precision Analysis Confusion Matrix Evaluation