I am a passionate lecturer in the Computer Science and Engineering (CSE) department and I believe that education should bridge the gap between academic knowledge and real-world applications. My teaching methodology emphasizes hands-on learning, encouraging students to engage with projects, practical coding, and problem-solving activities. By fostering an ment of curiosity and creativity, I aim to empower students to take ownership of their learning.
B.Sc in Computer Science and Engineering from Rangamati Science & Technology University (RMSTU). M.Sc in Computer Science and Engineering (Pursuing) at Chittagong University of Engineering & Technology(CUET).
My teaching expertise is as follows \\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Artificial Intelligence\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Image Processing\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Structured Programming\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Data Structure\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Discrete Math\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Machine Learning etc. \\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
My research interests are as follows\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Artificial Intelligence\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• AI in Healthcare\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Machine Learning\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Natural Language Processing\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• AI and IoT in Agriculture\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Image Processing \\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Bioinformatics.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
Some of my project works are as follows:
Python Project
• Crop Yield Prediction using Genetic Algorithm and Machine Learning.
• Bengali Character and Numbers Recognition System using CNN-BiLSTM.
• Emotion, Age, and Gender Recognition using Deep Learning
Others project
• Payroll Management System Using Java and DBMS.
• A chatbot system in a food website for users using Javascript.
• Website for food delivery system using PHP, JS, HTML5, CSS.
Some of my awards are as follows:
• 19th Position in the Divisional Science Olympiad Organized by Bangladesh Academy of Science (BAS)), Bangladesh.
• Certified for successful compilation of the Workshop on Machine Learning Organized by the Dept. of Computer Science and Engineering at Rangamati Science and Technology University.
• Completed Python Programming successfully, Certified by Udemy.
• Completed MYSQL successfully, Certified by Skillzcafe.
• Certificate of Participation in the International Conference on Innovations in Cybersecurity and Data Science (ICICDS-2024)
• Certificate of Participation in International Conference on Electrical, Computer and Energy Technologies (ICECET)
The list of my publications is as follows
Journal Articles
• Bengali Handwritten Equation Solving System. Published in Journal of King Saud University - Computer and Information Sciences, Impact Factor 6.9; Journal – Q1.
• An Approach for Crop Prediction in Agriculture Integrating Genetic Algorithms and Machine Learning, Published in IEEE ACCESS, Journal – Q1.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Enhancing sentiment analysis accuracy on social media comments using a tuned BERT model. Published in Discover Computing, Journal – Q2.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• CNN-Based Real-Time Drowsy Driver Detection for Accident Prevention. Published in Journal of Telkomnika (Telecommunication Computing Electronics and Control), Journal – Q2.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Head Features-Based Deep Learning Approach for Recognizing Emotion, Gender, and Age published in Journal of Information Hiding and Multimedia Signal Processing, Journal – Q3.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Explainable Deep Transfer Learning Framework for Rice Leaf Disease Diagnosis and Classification, Publised in International Journal of Advanced Computer Science and Applications Journal – Q2.\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
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Conference Proceedings\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Emotion, Age, and Gender Recognition using SURF, BRISK, M-SVM, and Modified CNN. In International Conference on Electrical, Computer and Energy Technologies (ICECET).\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• Machine Learning-driven Job Recommendations Harnessing Genetic Algorithms. In International Congress on Information and Communication Technology (ICICT 2024).\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• IoT-based Precision Agriculture Monitoring System Enhancing Agricultural Efficiency. In the Second International Conference on Inventive Computing and Informatics [ICICI 2024]\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• A Deep Learning Approach for Recognizing COVID-19 from Chest X-ray using Modified CNN-BiLSTM with M-SVM. In International Conference on Electrical, Computer and Energy Technologies (ICECET).\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
• A Deep Learning Approach for Recognizing COVID-19 from Chest X-ray using Modified CNN-BiLSTM with M-SVM. In International Conference on Electrical, Computer and Energy Technologies (ICECET).\\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
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Kindly visit this site to see more publications in detail \\\\\\\\\\\\\\\\r\\\\\\\\r\\\\r
ResearchGate https//www.researchgate.net/profile/Nippon-Datta-2/research.\\\\\\\\\\\\\\\\r\\\\\\\\r \\\\r
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Google Scholar https//scholar.google.com/citations?user=xPgEXXMAAAAJ&hl=en\\\\r