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Mohona77/README.md

👋 Hi, I'm Mohona Haque

Teaching & Research Assistant | Machine Learning & Neural Network | Data Analytics | IoT | Web Developer


💫 About Me

🎓 Teaching & Research Assistant at North South University (Department of ECE)
🔬 Working on Machine Learning, Deep Learning, and Medical Data Analytics
💡 Passionate about integrating education, research, and technology to develop real-world solutions
🌱 Currently exploring AI, Computer Vision, and Data Science
🎯 Goal: To innovate through research-driven software development
📫 Reach me at: mohona.haque@northsouth.edu


🌐 Connect with Me

LinkedIn Email


💻 Tech Stack

🧩 Programming

Python Java C++

🤖 Machine Learning / IoT

TensorFlow PyTorch Keras OpenCV Raspberry Pi Arduino

🌐 Web & Mobile Development

HTML5 CSS3 JavaScript PHP React Node.js Flutter

🗄️ Databases & Tools

MySQL PostgreSQL MongoDB Git Linux

📈 Visualization

Tableau Matplotlib Seaborn Power BI


📊 GitHub Stats

GitHub Stats GitHub Streak

Top Languages


🧩 Research Interests

  • Machine Learning & Deep Learning
  • Data Communication & Networks
  • IoT Systems & Smart Healthcare
  • Medical Image & Data Analysis
  • AI-driven Automation

🧠 Random Dev Quote

“Innovation distinguishes between a leader and a follower.” — Steve Jobs


⭐ “Driven by curiosity, inspired by impact.” ⭐

Pinned Loading

  1. Hybrid-framework-for-labeling-classification-and-risk-prediction-in-fetal-ultrasound-images Hybrid-framework-for-labeling-classification-and-risk-prediction-in-fetal-ultrasound-images Public

    A hybrid semi-supervised learning framework using multi-feature correlation, ensemble fusion, and explainable AI for automated labeling, preterm-term classification, and disease prediction in fetal…

    Jupyter Notebook 1

  2. Comparative-Analysis-of-Machine-Learning-Algorithms-for-Heart-Disease-Prediction Comparative-Analysis-of-Machine-Learning-Algorithms-for-Heart-Disease-Prediction Public

    This study analyzed machine learning models like SVM, Logistic Regression, Decision Tree, Random Forest, and kNN for heart disease prediction. SVM excelled with a 97% recall, ensuring accurate dete…

    Jupyter Notebook

  3. Restaurant-Order-Payment-Automation-System Restaurant-Order-Payment-Automation-System Public

    This project is a Restaurant Order & Payment Automation System using Singleton, Factory, Observer, Strategy, Adapter, and Decorator patterns for scalability and flexibility. It streamlines orders, …

    HTML 1

  4. cse440-factor-graph-adventure-game cse440-factor-graph-adventure-game Public

    Dynamic adventure game using factor graphs for real-time decision modeling.

    Python 1 1

  5. CSE498R-Directed-Research-on-BanglaSER-Dataset CSE498R-Directed-Research-on-BanglaSER-Dataset Public

    To improve the accuracy of emotion prediction on the BanglaSER (Bangla Speech Emotion Recognition) dataset by leveraging a diverse set of customized machine learning and deep learning architectures.

    Jupyter Notebook

  6. Enterprise-Web-Development-with-ASP.NET-and-SQL-Server Enterprise-Web-Development-with-ASP.NET-and-SQL-Server Public

    Hands-on enterprise web development projects using ASP.NET and SQL Server, completed under 3 Dots Service System.