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abhijit.banerjee@bcrec.ac.in |
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1984-05-16 |
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2009-04-16 |
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Electronics and Communication Engineering |
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Dr. Abhijit Banerjee has an extensive background in the fields of Electronics and Communication Engineering, Radiophysics, and Machine Learning. With a career spanning over a decade, Dr. Banerjee has been an Assistant Professor at Dr. B. C. Roy Engineering College in Durgapur, West Bengal, India, where responsibilities included teaching and research. Dr. Banerjee has also served as the In Charge of Texas Instruments Innovation Lab at BCREC, Durgapur, and AICTE IDEA LAB BCREC, Durgapur, focusing on research in AI, ML, DL, Robotics, product design, and innovation. Dr. Banerjee holds a Doctor of Philosophy degree from the National Institute of Technology, Durgapur, India, with a focus on Reinforcement Learning and Neuro Evolution. Further academic achievements include a Master of Technology in Radiophysics and Electronics from the Institute of Radio Physics and Electronics, University of Calcutta. Certifications include Professional Machine Learning Engineer from Google Inc. and AWS Certified Machine Learning - Specialty from Amazon.com, Inc. Dr. Banerjee's research interests encompass Machine Learning, Reinforcement Learning in Robotics, Generative Adversarial Networks, and Cognitive Robotics. Professional memberships include IEEE, IET, and CSI. |
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Machine Learning, Deep Reinforcement Learning, Generative Adversarial Networks, Digital Communications |
CCNA,CCSP,MCP (.NET),GATE
| Teaching | Research | Industry |
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| 15 | 8 | 2 |
Digital Communication,Analog Communication,Artificial Neural Networks, Embedded Systems
Machine Learning, Deep Reinforcement Learning, Generative Adversarial Networks, Digital Communications
1. Best paper Award (A. Banerjee, D. Ghosh and S. Das, "Evolving Network Topology in Policy Gradient Reinforcement Learning Algorithms," 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), Gangtok, India, 2019, pp. 1-5, doi: 10.1109/ICACCP.2019.8882916.)
2. Best paper award (Banerjee, A., Ghosh, D., Das, S. (2020). A Gamma-Levy Hybrid MetaHeuristic for HyperParameter Tuning of Deep Q Network. In: Das, A., Nayak, J., Naik, B., Pati, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. Advances in Intelligent Systems and Computing, vol 999. Springer, Singapore. https://doi.org/10.1007/978-981-13-9042-5_54)
3. Niominated for Leadership in Teaching Excellence (LITE)
Machine Learning, Deep Reinforcement Learning, Generative Adversarial Networks, Digital Communications
| Date | Title | Journal | DOI | Link |
|---|---|---|---|---|
| 01-03-2024 | Optimizing IPL Squad Composition: A Mathematical Framework for Efficient Team Selection on a Limited Budget in a Multi-Criteria, Multi Objective Environment | International Journal of Data Analysis Techniques and Strategies | DOI | View |
| 09-05-2022 | A review of SQLI detection strategies using machine learning | International Journal of Health Sciences | DOI | View |
| 11-03-2021 | Hyper-parameter tuned deep q network for area estimation of oil spills: a meta-heuristic approach | Evolutionary Intelligence | DOI | View |
| 15-09-2020 | Modelling the steel microstructure knowledge for in-silico recognition of phases using machine learning | Materials Chemistry and Physics | DOI | View |
| 03-08-2019 | Grain boundary detection and phase segmentation of SEM ferrite–pearlite microstructure using SLIC and skeletonization | Journal of The Institution of Engineers (India): Series D | DOI | View |
| 28-12-2018 | Modified firefly algorithm for area estimation and tracking of fast expanding oil spills | Applied Soft Computing | DOI | View |
| 09-05-2014 | AHP-Neural Network Based Player Price Estimation in IPL | International Journal of Hybrid Information Technology | DOI | View |
| Date | Title | Conference | DOI | Link |
|---|---|---|---|---|
| 23-01-2023 | XSS filter detection using trust region policy optimization | 2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC) | DOI | View |
| 25-02-2019 | Evolving network topology in policy gradient reinforcement learning algorithms | 2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP) | DOI | View |
| 18-08-2019 | A Gamma-Levy Hybrid MetaHeuristic for HyperParameter Tuning of Deep Q Network | Computational Intelligence in Pattern Recognition | DOI | View |
| 12-11-2018 | Evaluation of Reverse Ellitism Firefly Algorithm on the CEC2013 Real Parameter Single Objective Optimization Benchmark Functions | 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON) | DOI | View |
| 05-05-2023 | NeuroEvolution-based hyperparameter tuning for reinforcement learning in SDN computation offloading | 7th IET Smart Cities Symposium (SCS 2023) | DOI | View |
| 18-07-2025 | Sequential Pixel Perturbations via Reinforcement Learning for Targeted Manipulation of Image-Based Recommender Systems | 2025 International Conference on Computing, Intelligence, and Application (CIACON) | DOI | View |
| 18-07-2025 | A Self-Supervised Framework for Anomaly Detection and Predictive Maintenance in Steel Rod Mills | 2025 International Conference on Computing, Intelligence, and Application (CIACON) | DOI | View |
| Date | Title | Book Title | Editor | ISBN | DOI | Link |
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| 19-01-2025 | AI in Vocational Education and Training: Technologies and Applications | Transforming Vocational Education and Training Using AI | Eriona Çela (University of New York Tirana, Albania), Narasimha Rao Vajjhala (University of New York Tirana, Albania), Rajasekhara Mouly Potluri (Kazakh-British Technical University, Kazakhstan), and Philip Eappen (Cape Breton University, Canada) | 9798369382523 | DOI | View |
| Start Date | End Date | Title | Organizer |
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| 15-04-2024 | 20-04-2024 | Big Data Analysis, Visualization, and Machine Learning | Department of Computer Science and Design, Dr. B. C. Roy Engineering College, Durgapur |
| 01-01-2025 | 22-02-2025 | Advanced IT Automation with Python | Google/Coursera |
| 20-01-2025 | 25-01-2025 | CryptoGenX: Empowering Future AI with Cyber Risk | Department of Computational Sciences, Brainware University |
| Date | Title | Patent No. | Country |
|---|---|---|---|
| 17-10-2025 | Door view camera | 6476616 | UK |
| 23-10-2025 | AI-Powered Bionic Spine Support Device | 6479911 | United Kingdom |