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Year of establishment: 2021
B.Tech. in Computer Science and Engineering (AIML) (4 years) Year of commencement: 2021
Current Intake: 60
B.Tech in Artificial Intelligence and Machine Learning (AIML) is a four-year undergraduate programme to provide an advanced learning opportunity for enthusiastic aspirants who wish to contribute to society by satisfying in-future industry demands for emerging skills and knowledge.
This course aims at developing a strong engineering foundation through different facets of Artificial Intelligence including statistical and probabilistic models, logics, knowledge engineering, and machine learning. After completion of this course, students will be able to design intelligent solutions for various problems of short-term and long-term societal needs. Students will also have the opportunity to explore the related areas like Natural Language Processing, Deep Learning, Robotics and Computer Vision.
The Department of Computer Science and Engineering (AI & ML) was established to spearhead the next frontier of digital transformation. The B.Tech in CSE (AI & ML) is meticulously crafted to meet the global surge in demand for specialists who can build intelligent systems, leveraging data-driven insights to solve complex challenges across healthcare, finance, robotics, and sustainable development.
Our pedagogical approach imparts 21st-century skills through:
Innovation Ecosystem: Opportunities for UG Research Projects, Product Development, and Internships at premier industrial hubs.
Global leaders like the Massachusetts Institute of Technology (MIT), Carnegie Mellon University, and Stanford University have set the benchmark with standalone programs in AI and Robotics. Similarly, our curriculum emphasizes design thinking, collaboration, and creativity from the very first year.
After 12–15 years of experience, AI & ML professionals typically transition into strategic leadership roles such as Chief AI Officer (CAIO), Director of Data Science, Head of AI Research, or Senior Principal Scientist.
Computer Vision Engineer: Build intelligent systems for image recognition, medical imaging analysis, and autonomous vehicle navigation.
AI Architect: Design end-to-end AI infrastructures that integrate LLMs with domain-specific knowledge bases.
Cognitive Systems Developer: Create decision-support systems for specialized sectors like sustainable agriculture and climate forecasting.
Big Data Engineer: Architect robust data pipelines and storage solutions to fuel intensive AI training processes.
AI Ethicist & Compliance Officer: Ensure AI systems are fair, transparent, and compliant with emerging global regulations.
Industry Roles & Certifications: Opportunities in top-tier tech firms and research labs with certifications like Google Professional ML Engineer, AWS Certified Machine Learning, and NVIDIA Deep Learning Institute credentials.
A graduate of Computer Science and Engineering (Artificial Intelligence & Machine Learning) will be able to:
| Program Outcomes (POs) (2024-2025) |
Statement |
|---|---|
| PO1 | Engineering Knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization for the solution of complex engineering problems. |
| PO2 | Problem Analysis: Identify, formulate, research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences. |
| PO3 | Design/ Development of Solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for public health and safety, and cultural, societal, and environmental considerations. |
| PO4 | Conduct Investigations of Complex Problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions. |
| PO5 | Modern Tool Usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex engineering activities with an understanding of the limitations. |
| PO6 | The Engineer and Society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal, and cultural issues and the consequent responsibilities relevant to the professional engineering practice. |
| PO7 | Environment and Sustainability: Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development. |
| PO8 | Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice. |
| PO9 | Individual and Teamwork: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings. |
| PO10 | Communication: Communicate effectively on complex engineering activities with the engineering community and with the society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions. |
| PO11 | Project Management and Finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments. |
| PO12 | Life-Long Learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change. |
| Program Outcomes (POs) (2025-2026) |
Statement | Knowledge and Attitude Profile |
|---|---|---|
| PO1 | Engineering Knowledge: Apply knowledge of mathematics, natural science, computing, engineering fundamentals and an engineering specialization as specified in WK1 to WK4 respectively to develop to the solution of complex engineering problems. | WK1, WK2, WK3. WK4 |
| PO2 | Problem Analysis: Identify, formulate, research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences. | WK1, WK2, WK3, WK4 |
| PO3 | Design/ Development of Solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for public health and safety, and cultural, societal, and environmental considerations. | WK5 |
| PO4 | Conduct Investigations of Complex Problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions. | WK8 |
| PO5 | Engineering Tool Usage: Create, select and apply appropriate techniques, resources and modern engineering & IT tools, including prediction and modelling recognizing their limitations to solve complex engineering problems. | WK2, WK6 |
| PO6 | The Engineer and The World: Analyze and evaluate societal and environmental aspects while solving complex engineering problems for its impact on sustainability with reference to economy, health, safety, legal framework, culture and environment. | WK1, WK5, WK7 |
| PO7 | Ethics: Apply ethical principles and commit to professional ethics, human values, diversity and inclusion; adhere to national & international laws. | WK9 |
| PO8 | Individual and Collaborative Team work: Function effectively as an individual, and as a member or leader in diverse/multi-disciplinary teams. | |
| PO9 | Communication: Communicate effectively and inclusively within the engineering community and society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations considering cultural, language, and learning differences | |
| PO10 | Project Management and Finance: Apply knowledge and understanding of engineering management principles and economic decision-making and apply these to one’s own work, as a member and leader in a team, and to manage projects and in multidisciplinary environments. | |
| PO11 | Life-Long Learning: Recognize the need for, and have the preparation and ability for i) independent and life-long learning ii) adaptability to new and emerging technologies and iii) critical thinking in the broadest context of technological change. | WK8 |
To become a global leader in the field of Artificial Intelligence, nurturing innovative minds for ground-breaking research and development, fostering entrepreneurial spirit and ensuring employability, while making a positive impact on society through AI technology.
DR. GOUR SUNDAR MITRA THAKUR
B.Tech M.Tech Ph.D.
Contact No:
Contact Email: gour.mitrathakur@bcrec.ac.in
Welcome to the Department of Artificial Intelligence and Machine Learning! We are excited to have you join us on this journey of learning and discovery.
The dawn of a new era is upon us, one where artificial intelligence and machine learning have become the driving forces behind innovation, creativity, and societal transformation. In this dynamic and ever-evolving field, opportunities abound for those who are eager to explore, innovate, and make a lasting impact.
Here at Dr. B. C. Roy Engineering College Durgapur, our department is committed to nurturing your passion, curiosity, and ambition. We offer a rigorous curriculum, hands-on projects that mirror real-world challenges, and a collaborative environment that fosters teamwork and creativity.
Whether you aspire to advance healthcare through predictive analytics, revolutionize industries with intelligent automation, or contribute to the vital cause of environmental sustainability, the tools and knowledge you gain here will empower you to make a difference.
Join us in this exciting journey of discovery, learning, and innovation. Together, we will shape the future, solve complex problems, and forge a brighter tomorrow.
Your dreams are within reach. Embrace the challenge, and let us guide you towards success.
| Name | Designation | Qualification | Date of Join |
|---|---|---|---|
| Dr. Gour Sundar Mitra Thakur | Professor & HOD | PhD | 01-02-2014 |
| Dr. Arnab Banerjee | Asst. Professor | PhD | 07-07-2015 |
| Biswajit Saha | Asst. Professor | MTech | 10-01-2014 |
| Raja Dey | Asst. Professor | MTech | 03-06-2025 |
| Devlina Karmakar | Asst. Professor | MTech | 07-01-2025 |
| Debjyoti Pradhan | Asst. Professor | MTech | 10-08-2026 |
| Amit Kumar Chakraborty | Asst. Professor | MTech | 01-06-2026 |
Overview-
Research Output-
Publications span high-impact journals, reputed international conferences, and edited volumes
Total FDPs Attended (Cumulative): 80+
Participation in AICTE ATAL, NPTEL (IITs), EICT programs, and industry-certified FDPs (TCS, Red Hat)
Demonstrates strong commitment to continuous learning, curriculum enrichment, and emerging technologies
Our students have consistently demonstrated excellence across technical, academic, co-curricular, and social responsibility domains, earning numerous certifications and recognitions at institutional, national, and international levels. They have actively participated in a wide range of hackathons, coding competitions, technology bootcamps, and innovation challenges, including national-level events, campus hackathons, and industry-oriented competitions. Many students have successfully completed certifications in areas such as Artificial Intelligence, Data Science, Cybersecurity, Programming (C, C++, Java, Python, JavaScript), Cloud Computing, Ethical Hacking, Computer Vision, and Data Structures & Algorithms, along with professional training programs and internships offered by reputed organizations and technology communities. Students have also achieved notable success in Google Cloud Study Jams, national hackathons, coding contests, and technology-driven innovation programs, securing top ranks, participation certificates, and winning positions in several events.
In addition to technical excellence, students have actively contributed to social and community initiatives such as blood donation camps, yoga camps, tree plantation drives, and digital well-being awareness programs, reflecting their commitment to social responsibility and holistic development. They have also showcased remarkable performance in sports and extracurricular activities, participating in events such as athletics (100m, 200m, 400m races), shot put, discus throw, rock climbing, and annual sports competitions, earning participation certificates, prizes, and recognition. Furthermore, students have taken leadership roles in technical clubs, innovation cells, and student communities, and have participated in national-level quizzes, workshops, seminars, and training programs. These achievements highlight the department’s strong emphasis on skill development, innovation, leadership, and overall student growth, preparing students to excel both academically and professionally.
| Date | Title | Authors | Journal | DOI | Link |
|---|---|---|---|---|---|
| 13-04-2026 | Towards Accurate Skin Cancer Diagnosis: A Hybrid MOGA‑ANN Model for Precision Classification and Detection | Sanket Dan, Jayshree Bhattacharya, Raja Dey | Journal of The Institution of Engineers (India): Series B | DOI | View |
| 27-12-2025 | FINDER: Fish Identification using Deep Ensemble Recognition | Rahul Meshram, Ankit Kurmi, Arnab Banerjee, Debotosh Bhattacharjee, Nibaran Das | International Journal of Information Technology | DOI | View |
| 08-12-2025 | Decoding brain tumors: an attention-guided hybrid learning framework for multi-class classification of MRI images | Soham Bandyopadhyay, Arnab Banerjee, Bhumik Roy, Ankur Lodh | International Journal of Information Technology | DOI | View |
| 05-11-2025 | Crack localization in RCC slabs using acoustic emission data and multilayer perceptron | Soumyadip Das, Aloke Kumar Datta, Pijush Topdar, Gour Sundar Mitra Thakur, Sanjay Sengupta | Asian Journal of Civil Engineering | DOI | View |
| 02-07-2025 | Supervised Machine Learning Algorithms Used In The Detection Of Rice Blast Disease | BISWAJIT SAHA , GOUR SUNDAR MITRATHAKUR | INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENES | DOI | View |
| 02-07-2025 | Supervised Machine Learning Algorithms Used In The Detection Of Rice Blast Disease | Biswajit Saha, Gour Sundar Mitra Thakur | INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENES | DOI | View |
| 14-06-2025 | Hybrid semantic model based on machine learning for sentiment classification of consumer reviews | Palaniraj Rajidurai Parvathy, Nagarajan Mohankumar, Rajendran Shobiga, Gour Sundar Mitra Thakur, Mamatha Bandaru, Velusamy Sujatha, Shanmugam Sujatha | IAES International Journal of Artificial Intelligence (IJ-AI) | DOI | View |
| 21-02-2025 | Hybrid Deep Learning Models in Image Classification: Integrating CNNs with Attention, Capsule Networks, and Graph Neural Networks | Amitabha Mandal, Biswajit Mondal, Prabal Kumar Sahu, Chandan Das, Nilkamal Bhunia, Biswajit Saha | Journal of Information Systems Engineering and Management | DOI | View |
| 14-06-2024 | A dense sub-graph-based approach for automatic detection of optic disc | Subrata Jana, Gour Sundar Mitra Thakur, Tribeni Prasad Banerjee, Pabitra Mitra | Int. J. of Bioinformatics Research and Applications | DOI | View |
| 07-12-2023 | Skin Diseases Detection Using LBP and WLD: An Ensembling Approach | Arnab Banerjee, Somenath Sarkar, Mita Nasipuri, Nibaran Das | SN COMPUTER SCIENCE | DOI | View |
| 01-07-2023 | Complex Networks, Communities, and Clustering: A survey | Biswajit Saha, Amitabha Mandal, Soumendu Bikas Tripathy & Debaprasad Mukherjee | Indian Journal of Educational Technology | DOI | View |
| 10-03-2023 | Optimized EEG Based Mood Detection with Signal Processing and Deep Neutral Networks for Brain-Computer Interface | Subhrangshu Adhikary, Kushal Jain, Biswajit Saha and Deepraj Chowdhury | Biomedical Physics & Engineering Express. | DOI | View |
| 18-03-2022 | Carp-DCAE: Deep convolutional autoencoder for carp fish classification | Arnab Banerjee, Arijit Das, Samarendra Behra, Debotosh Bhattacharjee, Nagesh Talagunda Srinivasan, Mita Nasipuri, Nibaran Das | Computer and Electronics in Agriculture | DOI | View |
| 25-11-2020 | Weber local descriptor for image analysis and recognition: a survey | Arnab Banerjee, Nibaran Das & K. C. Santosh | The Visual Computer | DOI | View |
| 05-04-2018 | Modelling Stock Portfolio Selection Problem using Dempster-Shafer Evidence Theory | Gour Sundar Mitra Thakur, Rupak Bhattacharyya, Seema Sarkar Mondal | Journal of King Saud University- Computer and Information Sciences, Elsevier | DOI | View |
| 30-03-2018 | Green Computing: Current Research Trends | Biswajit Saha | International Journal of Computer Sciences and Engineering | DOI | View |
| 30-09-2017 | Analysis of Applications of Object Orientation to Software Engineering, Data Warehousing and Teaching Methodologies | Biswajit Saha, Debaprasad Mukherjee | International Journal of Computer Sciences and Engineering | DOI | View |
| 01-08-2016 | Optimization of Geometry, Processes, Signals and Systems in Real World Engineering Problems by Cuckoo Search – A Survey of Recent Literature | Biswajit Saha , Shalini Mahato , Debaprasad Mukherjee | International Journal of Computer Trends and Technology | DOI | View |
| 01-03-2016 | Artificial Neural Network Based Model for Forecasting of Inflation in India | Gour Sundar Mitra Thakur, Rupak Bhattacharyya, Seema Sarkar Mondal | Fuzzy Information and Engineering | DOI | View |
| 27-03-2015 | E – COMMERCE ADOPTION BY MICRO SMALL AND MEDIUM SIZED ENTERPRISES OF BANGLADESH | BISWAJIT SAHA | INTERNATIONAL JOURNAL OF MANAGEMENT (IJM) | DOI | View |
| 01-08-2014 | Green Computing | Biswajit Saha | International Journal of Computer Trends and Technology (IJCTT) | DOI | View |
| 08-07-2014 | Design and Implementation of Fuzzy Rule Based Expert System for Employees Performance Appraisal in IT Organizations | Ashima Aggarwal, Gour Sundar Mitra Thakur | I.J. Intelligent Systems and Applications | DOI | View |
| 28-02-0213 | Techniques of performance appraisal-a review | Ashima Aggarwal, Gour Sundar Mitra Thakur | International Journal of Engineering and Advanced Technology (IJEAT) | DOI | View |
| Date | Title | Authors | Conference | DOI | Link |
|---|---|---|---|---|---|
| 23-09-2026 | Diabetes Prediction Model Using Machine Learning Techniques | Pragati Sarkar ; Swagata Maity ; Md Nayeem Khan ; Biswajit Saha | CIACON 2026 | DOI | View |
| 23-09-2026 | Modified Pix2pix for Lung Segmentation in Chest X-Ray Images | Debjit Mishra, Indranil Sinha Roy, Aniket Mondal, Tribeni Prasad Banerjee, Gour Sundar Mitra Thakur, Abhijit Banerjee | 2026 International Conference on Computing, Intelligence, and Applications (CIACON) | DOI | View |
| 22-09-2026 | A Secure and Parallel IoT Automation Architecture for Centralized Control of Multiple Computers | RAJA DEY, SOMYADITYA DAS, MALOBIKA LAHA, SANKU HAZRA, SANTANU GUIN, SOVAN BHATTACHARYA | 2026 International Conference on Computing, Intelligence, and Applications (CIACON) | DOI | View |
| 22-09-2026 | Node’s Role Prediction in Temporal Network using Continuous Time Evolving GCN | Devlina Karmakar, Purba Mukhopadhyay | CIACON 2026 | DOI | View |
| 01-04-2026 | Optimization Techniques Used in Long-Term Traffic Forecasting | Ankita Bandyopadhyay, Debarun Das, Sneharta Roy & Biswajit Saha | NOIEAS 2024 | DOI | View |
| 01-04-2026 | Advancements and Challenges in Image-Based Cyberbullying Detection: A Comprehensive Review | Bidisha Haldar, Chaitali Saha, Gour Sundar Mitra Thakur & Biswajit Saha | NOIEAS 2024 | DOI | View |
| 01-04-2026 | Advancements and Challenges in Image-Based Cyberbullying Detection: A Comprehensive Review | Bidisha Haldar, Chaitali Saha, Gour Sundar Mitra Thakur, Biswajit Saha | 2nd International Conference on Numerical Optimization in Engineering and Sciences (NOIEAS-2024) | DOI | View |
| 20-02-2026 | LP-GRU Model: A Graph Analytics Approach to Detect Misinformation Infiltrators in Online Communities | Devlina Karmakar, Mariana Curado Malta, Giridhar Maji, Animesh Dutta | COMSNETS 2025 | DOI | View |
| 21-11-2025 | Carp-Trans-Attention: Applying Attention to the Pre-trained Convolutional Feature Maps for Carp Classification | Arnab Banerjee, Chandni Prasad, Debotosh Bhattacharjee, Nibaran Das | 3rd International Conference on Data, Electronics and Computing | DOI | View |
| 21-11-2025 | Optimizing Carp Fish Classification with Weighted Voting Ensemble | Rahul Meshram, Arnab Banerjee, Samarendra Behera, Nagesh Talagunda Srinivasan, Debotosh Bhattacharjee & Nibaran Das | International Conference on Data, Electronics and Computing | DOI | View |
| 09-10-2025 | Sequential Pixel Perturbations via Reinforcement Learning for Targeted Manipulation of Image-Based Recommender Systems | Varad Pawar; Gour Sundar Mitra Thakur; Abhijit Banerjee | International Conference on Computing, Intelligence, and Application (IEEE CIACON 2025) | DOI | View |
| 09-10-2025 | A Self-Supervised Framework for Anomaly Detection and Predictive Maintenance in Steel Rod Mills | Sumit Ram; Pranabasish Mandal; Souvik Mandal; Abhijit Banerjee; Gour Sundar Mitra Thakur | International Conference on Computing, Intelligence, and Application (IEEE CIACON 2025) | DOI | View |
| 27-02-2025 | White Blood Cells Detection Using Saliency Maps and Sample Learning for Leukemia Severity Analysis | Arnab Banerjee, Dhruv Rathee, Nibaran Das | International Conference on Data, Electronics and Computing | DOI | View |
| 14-02-2025 | The efficacious adjustment of fertigation rate and its duration: An efficient fertigation technique | MK Mohanty, AK Chakraborty, PKG Thakurta | International Conference on Emerging Technologies in Engineering and Science (ICETES-2023) | DOI | View |
| 03-02-2024 | Diabetes Prediction Using Machine Learning: A Detailed Insight | Gour Sundar Mitra Thakur, Subhayu Dutta, Bratajit Das | International Conference on Computational Sciences and Sustainable Technologies | DOI | View |
| 23-11-2023 | Review on Air Pollution Monitoring using AI | Alaknanda Tiwari; Shivani Gupta; Gour Sundar Mitra Thakur | 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) | DOI | View |
| 20-11-2023 | Detecting Depression and Suicidal Ideation from Texts using Machine Learning & Deep Learning Techniques | Arya Manikya Sinha, Debjyoti Prodhan, Sumit Gupta, Nirnay Ghosh, Souvik Modak | International Journal of Computer Science and Engineering | DOI | View |
| 29-08-2023 | SegFishHead: A Semantic Segmentation Approach for the identification of fish species in a Cluttered Environment | Arnab Banerjee; Debotosh Bhattacharjee; Nagesh Talagunda Srinivasan; Samarendra Behra; Nibaran Das | International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3) | DOI | View |
| 26-05-2023 | CARP-YOLO: A Detection Framework for Recognising and Counting Fish Species in a Cluttered Environment | Arnab Banerjee; Debotosh Bhattacharjee; Nibaran Das; Samarendra Behra; Nagesh Talagunda Srinivasan | 2023 4th International Conference for Emerging Technology (INCET) | DOI | View |
| 26-04-2023 | Deep Learning-Based Identification of Vegetable Species: System for Specially Abled Persons | Siddhartha Sinha, Arnab Banerjee, Vishal Kumar Patel, Akshay Kisku, Khushi Singh, Debrik Chakraborty & Nibaran Das | 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022) | DOI | View |
| 10-04-2023 | Opinion Mining and Sentiment Analysis on Twitter Data | Akanksha Priya; Sashwat Jha; Biswajit Saha; Chandan Koner | 2022 International Interdisciplinary Conference on Mathematics, Engineering and Science (MESIICON) | DOI | View |
| 10-04-2023 | Risk and Weightage Based Route Prediction System Using Machine Learning: A Review | Snigdha Kesh, Gour Sundar Mitra Thakur | 2022 International Interdisciplinary Conference on Mathematics, Engineering and Science (MESIICON). IEEE | DOI | View |
| 01-12-2022 | A Deep Learning-Powered Voice-Enabled Math Tutor for Kids | Arnab Banerjee, Srijoy Paul, Tisu Priya, Anamika Rohit & Nibaran Das | Recent Trends in Image Processing and Pattern Recognition | DOI | View |
| 21-06-2022 | Deep Learning Based Identification of Three Exotic Carps | Arnab Banerjee, Roopsia Chakraborty, Samarendra Behra, Nagesh Talagunda Srinivasan, Debotosh Bhattacharjee & Nibaran Das | Computational Intelligence in Pattern Recognition | DOI | View |
| 18-11-2021 | Fuzzy Logic on Long Short-Term Memory for Smart Person-Identification System through Electroencephalogram | Subhrangshu Adhikary; Kushal Jain; Biswajit Saha; Chandan Koner | 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC) | DOI | View |
| 02-10-2021 | Identification of the Diseased Portions of an Infected Aloe Vera Leaf by Using Image Processing and k-Means Clustering | Sudip Chatterjee, Gour Sundar Mitra Thakur | International Conference on Computational Intelligence (ICCI 2020) | DOI | View |
| 29-04-2017 | Texture Classification Using Deep Neural Network Based on Rotation Invariant Weber Local Descriptor | Arnab Banerjee, Nibaran Das, Mita Nasipuri | Recent Trends in Image Processing and Pattern Recognition | DOI | View |
| Date | Title | Book Title | Authors | Editor | ISBN | DOI | Link |
|---|---|---|---|---|---|---|---|
| 06-06-2026 | NUTRIDETECT: AN ENSEMBLE DEEP LEARNING MODEL FOR EFFICIENT DETECTION OF NUTRIENT DEFICIENCIES IN BANANA LEAVES | Deep Learning for Intelligent Systems: Methods, Tools, and Real-World Solutions V6S1011B4 | Amit Kumar Chakraborty, Manas Kumar Mohanty, Parag Kumar Guha Thakurta | Deep Learning for Intelligent Systems: Methods, Tools, and Real-World Solutions | 978-81-69809-57-3 | DOI | View |
| 06-02-2026 | Introduction to Digital Health and Prevention | Reshaping Health Promotion and Disease Prevention Through Digital Innovation | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | Sónia Remondes Costa and Jorge Remondes | 9798337335315 | DOI | View |
| 06-02-2026 | Introduction to Digital Health and Prevention | Reshaping Health Promotion and Disease Prevention Through Digital Innovation, edited by Sónia Remondes Costa and Jorge Remondes | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | Sónia Remondes Costa and Jorge Remondes, | 9798337335315 | DOI | View |
| 10-12-2025 | Introduction to Wearable Medical Devices in Healthcare | Wearable Medical Device Security and Network Protection for Reliable Healthcare | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | Pandimurugan V., Rajaram V., Chinnasamy A., Sountharrajan S., and Amudhavel Jayavel | 9798337344126 | DOI | View |
| 10-12-2025 | Introduction to Wearable Medical Devices in Healthcare | Wearable Medical Device Security and Network Protection for Reliable Healthcare | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | andimurugan V., Rajaram V., Chinnasamy A., Sountharrajan S., and Amudhavel Jayavel | 9798337344126 | DOI | View |
| 27-11-2025 | Project- Based Learning | Project- Based Learning, Competency- Based Assessments, and Experiential Education for Modern Learners | Biswajit Saha, Gour Sundar Mitra Thakur | Maria Athanasekou, Andonis Zagorianakos | 9798337349572 | DOI | View |
| 27-11-2025 | Project- Based Learning | Project- Based Learning, Competency- Based Assessments, and Experiential Education for Modern Learners | Biswajit Saha, Gour Sundar Mitra Thakur | Maria Athanasekou, Andonis Zagorianakos, | 9798337349572 | DOI | View |
| 30-10-2025 | Introduction to IoT in Healthcare: Trends and Applications | Resilient Healthcare Internet of Things Systems: Architectures, Security, and Trust | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | Chin- Shiuh Shieh, Pawan Kumar Goel, Mong- Fong Horng, Hari Mohan Pandey | 9798337376103 | DOI | View |
| 30-10-2025 | Introduction to IoT in Healthcare: Trends and Applications | Resilient Healthcare Internet of Things Systems: Architectures, Security, and Trust | BISWAJIT SAHA; DHARMPAL SINGH; GOUR SUNDAR MITRA THAKUR | Chin- Shiuh Shieh, Pawan Kumar Goel, Mong- Fong Horng, Hari Mohan Pandey | 9798337376103 | DOI | View |
| 24-06-2025 | Artificial Neural Network for Industrial Applications | Controller Design for Industrial Applications | Biswajit Saha, Gour Sundar Mitra Thakur | Arindam Mondal, Souvik Ganguli | 9781394287079 | DOI | View |
| 08-06-2025 | PYTHON ESSENTIALS: A FAST-TRACK GUIDE FOR BEGINNERS | BIKRAMJIT SARKAR, KAUSHIK ROY CHOUDHURY,RAJA DEY, PIJUSH KANTI GHOSH | 978-93-6581-329-6 | DOI | View | ||
| 23-05-2025 | Artificial Neural Network for Industrial Applications | Controller Design for Industrial Applications | Biswajit Saha, Gour Sundar Mitra Thakur | Arindam Mondal, Souvik Ganguli | 9781394287079 | DOI | View |
| 15-05-2025 | Data Structure with Python | MR. RAJA DEY, MR. SUBHODIP KOLEY, MR. KAUSHIK ROY CHOUDHURY, MR. PRONAY PAL | 978-93-6426-020-6 | DOI | View | ||
| 24-12-2024 | AI in Vocational Education and Training: Technologies and Applications | Transforming Vocational Education and Training Using AI | Gour Sundar Mitra Thakur, Abhijit Banerjee, Paramita Sarkar | Eriona Çela, Narasimha Rao Vajjhala, Rajasekhara Mouly Potluri, Philip Eappen | 9798369382523 | DOI | View |
| 29-10-2021 | Diagnosis and Treatment of Cardiac Patients During the Pandemic Situation Due to COVID-19 | Medical Internet of Things | Sudip Chatterjee, Gour Sundar Mitra Thakur, Shyamapriya Chowdhury | Anirban Mitra, Jayanta Mondal, Anirban Das | 9780429318078 | DOI | View |
| Name | Year | Topic |
|---|---|---|
| DR. GOUR SUNDAR MITRA THAKUR | 2015 | Identification of Fruits in a Tree Using Image processing and Artificial Neural Network |
| DR. GOUR SUNDAR MITRA THAKUR | 2015 | Fuzzy Expert System on Medical Diagnosis |
| DR. GOUR SUNDAR MITRA THAKUR | 2017 | Fuzzy Rule based Intelligent System for User Authentication based on User Behavior. |
| Name | Year | Topic |
|---|---|---|
| Biswajit Saha | 2025 | Decentralized Communication Network for Efficient Emergency Response Coordination |
| Biswajit Saha | 2025 | Predicting Player Performance using Machine Learning |
| Biswajit Saha | 2025 | Urban Mobility Application |
| Biswajit Saha | 2024 | Handwritten Digit Generation Using GANs and Recognition Using CNN |
| Biswajit Saha | 2022 | Opinion Mining and Sentiment Analysis on Twitter Data |
| Biswajit Saha | 2021 | Quick Tour Explorer |
| DR. GOUR SUNDAR MITRA THAKUR | 2019 | Bug tracking system using JAVA |
| DR. GOUR SUNDAR MITRA THAKUR | 2020 | Credit Card Spend Prediction and Proactive Attrition |
| DR. GOUR SUNDAR MITRA THAKUR | 2020 | Better Reading Levels through Machine Learning |
| DR. GOUR SUNDAR MITRA THAKUR | 2021 | Traffic Sign Recognition and Classification using Artificial Neural Network |
| DR. GOUR SUNDAR MITRA THAKUR | 2021 | Resume Ranking Web Application |
| DR. GOUR SUNDAR MITRA THAKUR | 2022 | Motion Detection Using Opencv |
| DR. GOUR SUNDAR MITRA THAKUR | 2022 | Crop Price Prediction System Using Artificial Intelligence |
| ARNAB BANERJEE | 2025-2026 | Exploring the Impact of Adversarial Perturbations on CNN Performance in Image Recognition |
| ARNAB BANERJEE | 2025-2026 | AI-Powered Crop Health Monitoring System for Disease and Weed Management |
| ARNAB BANERJEE | 2024-2025 | Indian Medicinal Leaf Detection Through Mobile Application |
| ARNAB BANERJEE | 2024-2025 | Enhancing Accessibility: Machine Learning for Indian Sign Language Two-Digit Gesture Recognition |
| ARNAB BANERJEE | 2024-2025 | Oral Cancer Detection using Machine Learning |
| Name | Year | Description |
|---|---|---|
| Biswajit Saha | 2025 | A System and Method for Detecting Faults in Streetlights and Automating Remote Assistance Using Advanced Network Communication |
| RAJA DEY | 2026 | CYBER INTELLIGENCE SENSOR FOR DETECTING AND RESPONDING TO THREATS Patent Number-11/2026. Application Number-458001-001. Patent Office-KOLKATA, Controller General of Patents, Designs and Trademarks Patent Date-March 13, 2026 |
| RAJA DEY | 2025 | HYBRID OPTIMIZATION OF NEURAL NETWORKS A MULTIOBJECTIVE GENETIC APPROACH FOR ENHANCED CLASSIFICATION. LD-20250165359 (PATENT NUMBER) 33895/2024-CO/L (APPLICATION NUMBER) |
| RAJA DEY | 2025 | AI - Content Recommendation Integrated with Library Management System (LMS). 202531046207 A |
| RAJA DEY | 2025 | An IoT-Driven Smart Cradle System for Modern Parenting. 202531045910 A |
| RAJA DEY | 2025 | Culturally-Aware Adaptive Cybersecurity Framework for Marginalized Communities (CACF-MC). 202531045864 A |
| RAJA DEY | 2025 | IoT-Enabled Prison Break Detection and Alert System Using RF Technology. 202531045539 A |
| RAJA DEY | 2025 | Smart water management system for urban areas. 202531009414 A |
| RAJA DEY | 2025 | Wearable IoT Device for Real-Time Monitoring and Early Detection of Brain Stroke Using Bio magnetic Sensors. 202531026887 A |
| RAJA DEY | 2025 | Advanced Drone Solutions for Precision Farming with IoT Connectivity. 202531026945 A |
| RAJA DEY | 2025 | Intelligent Skin Disease Diagnosis Using AI-Enhanced Dermatoscope. 202531033781 A |
| RAJA DEY | 2025 | A New Technique for Attendance Management through Face Recognition. 202531015266 A |
| RAJA DEY | 2025 | Intelligent Women’s Safety Monitoring and Intervention System Using AI-Driven Predictive Analytics. 202531014805 A |
| RAJA DEY | 2025 | Revolutionizing Smart Living: HomeSync's Bluetooth-Based Home Automation System. 202531013320 A |
| RAJA DEY | 2025 | AI-Driven Crop Pricing Prediction Model. 202531013007 A |
| RAJA DEY | 2025 | Smart energy harvesting window film. 202531010629 A |
| RAJA DEY | 2025 | Enhanced Electromagnetic Field (EMF) Meter with GPS-Enabled Location Tracking, Mobile Connectivity, and Multi-Visit Comparative Analysis for Longitudinal Environmental Monitoring. 202531007643 A |
| RAJA DEY | 2025 | Autonomous Fire Extinguisher Vehicle with Advanced Distance Measurement and Alarm System. 202531004434 A |
| RAJA DEY | 2025 | Blockchain-based Decentralized Energy Trading Platform for Peer-to-Peer Solar Energy Exchange in India. 202531004920 A. |
| RAJA DEY | 2025 | Neural Interface for Emotional State Sharing. 202531004926 A |
| RAJA DEY | 2025 | AI-Enhanced Chemical Sensor System for Real-Time Environmental Monitoring. 202531005598 A |
| RAJA DEY | 2025 | Tumour detection using deep learning. 202531002580 A |
| RAJA DEY | 2024 | Design and model of wireless image detection and obstacle detection Robot using Arduino UNO and ESP32 cam. 202431087358 A |
| RAJA DEY | 2024 | Smart IoT Platform for Real-Time Monitoring and Optimization of Pain Relief in Cancer Patients. 202431087303 A |
| RAJA DEY | 2024 | AI based smart agriculture monitoring and advisory system 202431086598 A |
| RAJA DEY | 2024 | Advanced Cybersecurity System for Real-time Threat Detection and Mitigation 202431073335 A |
| RAJA DEY | 2024 | Advanced Fraud Detection System for Financial Transactions Using Machine Learning Algorithms 202431063441 A |
The following activities highlight the academic, technical, and professional development initiatives undertaken by the students during the last academic year.
Seminars & Awareness Campaigns
Project SHIELD: Awareness Campaign on Nationwide Digital Fraud
Students participated in a nationwide initiative by the India Today Group and the International Fact-Checking Network to combat cyber and telecommunication fraud.
Gained insights into modern scams including digital arrest fraud, OTP theft, phishing, and AI-generated voice manipulation.
Engaged in live scam demonstrations and victim case studies conducted by experts from the India Today Fact Check Bureau.
Selected "Project SHIELD Champions" among students to foster digital safety within the campus community.
Learned critical reporting mechanisms through the national cybercrime portal and helpline 1930
Cyber Attacks in Global Politics
Webinars
Full Stack Development (Euphoria GenX, Kolkata)
Technical Session on Engineering & Management Practices (Genex Engineering)
Workshops & Hands-on Training
20-Hour Hybrid Workshop: Full Stack Development using Django & React
PicPay: Image-to-product recognition and price comparison chatbot.
MindCare with StudyBuddy: AI-driven learning and mental wellness platform.
Bengali-Doctor: A bilingual healthcare chatbot.
OPTIBUY: AI-based device recommendation system.
DSA Chatbot: An AI assistant specifically for learning Data Structures and Algorithms.
Technical Clubs & Student Initiatives
Inauguration of "CODE_RED" Coding Club
The Department of CSE (AIML) maintains a robust and dynamic interface with premier industrial organizations, ensuring that our academic framework remains deeply rooted in real-world application. By fostering consistent engagement with stalwarts such as the Durgapur Steel Plant (DSP), Damodar Valley Corporation (DVC), and CSIR-CMERI, the department creates a fertile ecosystem for technical evolution. These collaborations transcend traditional learning, as our students actively participate in intensive internships that provide them with a first-hand look at large-scale industrial operations and complex problem-solving.
Beyond internships, our department serves as a hub for knowledge exchange through regular interactions with seasoned industry resource persons. By collaborating on live industry projects, we integrate cutting-edge tools, sophisticated techniques, and professional methodologies directly into the students' academic journey. This proactive exposure acts as a powerful catalyst, motivating students to implement industry-standard concepts within their studies and future careers. Ultimately, this synergistic approach ensures that our graduates are not just academically proficient but are "industry-ready" professionals equipped with the resilience and technical acumen to thrive in a competitive global landscape.