Dr. Nilarun Mukherjee

Principal consultant at Infosys Ltd. specializing in machine learning and generative AI. Demonstrated success in enhancing client capabilities through innovative training programs and content development. Strong adaptability and teamwork skills contribute to impactful projects that elevate organizational knowledge in advanced AI technologies.

• Mentor of the team 'Brogrammers1' which won the Smart India Hackathon 2022 (SIH-2022) for the problem statement GM750 for the Ministry of Culture.
• Awarded NPTEL Discipline Star December 2019.
• Achieved Best Paper award for the paper 'A New Approach for Color Distorted Region Removal in Diabetic Retinopathy Detection' in International Conference on Advancements of Medical Electronics (ICAME 2015).

• Date of Birth: 07/14/81
• Nationality: Indian

• English
• Bengali
• Hindi

• Bi-Directional Hybrid Attention Feature Pyramid Network for Detecting Diabetic Macular Edema in Retinal Fundus Images, IEEE Access, 13, 38726-38744, 2025, 10.1109/ACCESS.2025.3545873
• A Dual-Directional Hybrid-Attention based Feature Pyramid Network for Diabetic Retinopathy Detection, International Conference on Pattern Recognition 2024 (ICPR-2024), Accepted, 2024
• Application of Deep Learning Approaches for Classification of Diabetic Retinopathy Stages from Fundus Retinal Images: A Survey, Multimedia Tools and Applications, 83, 43115–75, 2024, 10.1007/s11042-023-17254-0
• A Hybrid CNN Model for Deep Feature Extraction for Diabetic Retinopathy Detection and Gradation, International Journal on Artificial Intelligence Tools, 32, 8, 2350036, 2023, 10.1142/S0218213023500367
• Comparing Deep Feature Extraction Strategies for Diabetic Retinopathy Stage Classification from Fundus Images, Arabian Journal for Science and Engineering, 48, 10335-10354, 2023, 10.1007/s13369-022-07547-1
• In Search for the Optimal Preprocessing Technique for Deep learning based Diabetic Retinopathy Stage Classification from Retinal Fundus Images, Artificial Intelligent Technologies for Computational Biology, CRC Press, 2022, 10.1201/9781003246688-8
• Comparing Different Preprocessing Techniques for the Classification Tasks in Diabetic Retinopathy from Fundus Images, International Conference on Advancements of Medical Electronics, 2022, 10.1007/978-981-16-5207-3_51
• Automated localization of optic disk in retinal fundus images using cluster region membership and vessel network, International Journal of Computers and Applications, Taylor & Francis, 41, 5, 343-358, 2018, 10.1080/1206212X.2018.1437658
• A New Approach for Color Distorted Region Removal in Diabetic Retinopathy Detection, International Conference on Advancements of Medical Electronics, 2015, 10.1007/978-81-322-2256-9_9
• Non-Replicated Dynamic Fragment Allocation in Distributed Database Systems, International Conference on Advances in Computer Science, 2011, 10.1007/978-3-642-17857-3_55
• Design of Look Ahead Carry Adder Using Reversible Quantum Gates, International Conference on IT, HIT, 2007
• Design And Analysis Of Quantum Flip – Flop Circuits Using Reversible Logic, 3rd International Conference on Computers and Devices for Communication (CODEC-06), 2006

• Generative AI for All, Infosys Ltd., 11/2023
• Data Science Using Python Professional – Part 2, Infosys Ltd., 08/2023
• Data Science Using Python Professional – Part 1, Infosys Ltd., 08/2023
• Data Science Professional Using Python, Infosys Ltd., 08/2023
• Python Associate, Infosys Ltd., 08/2023
• SAP Commerce Cloud Developer, SAP, 06/22/23
• SAP Commerce Cloud Business User, SAP, 05/10/23
• SAP Commerce Cloud Developer, Infosys Ltd., 05/2023
• Advanced Deep Learning Professional, Infosys Ltd., 05/2023
• Advanced Machine Learning Professional, Infosys Ltd., 05/2023
• Expert Machine Learning Professional, Infosys Ltd., 05/2023
• Java SE 8 Developer, Infosys Ltd., 03/2023
• Fundamentals of Deep Learning, NVIDIA Deep Learning Institute, 04/08/22
• Building Transformer-Based Natural Language Processing Applications, NVIDIA Deep Learning Institute, 04/09/22
• Programming, Data Structures And Algorithms Using Python, NPTEL, MHRD Govt. of India and IIT Madras, 01/2020
• Data Science for Engineers, NPTEL, MHRD Govt. of India and IIT Madras, 01/2020
• Data Analytics with Python, NPTEL, MHRD Govt. of India and IIT Roorkee, 01/2020
• Introduction to Machine Learning, NPTEL, MHRD Govt. of India and IIT Madras, 01/2020
• NBA Accreditation and Teaching - Learning in Engineering (NATE), NPTEL, MHRD Govt. of India and IISc Bangalore, 01/2020
• Sequence Models, deeplearning.ai, 06/01/20
• Applied Machine Learning in Python, University of Michigan, 05/30/20
• Introduction to Data Science in Python, University of Michigan, 05/20/20
• Structuring Machine Learning Projects, deeplearning.ai, 05/16/20
• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, deeplearning.ai, 05/15/20
• Convolutional Neural Networks, deeplearning.ai, 05/13/20
• Neural Networks and Deep Learning, deeplearning.ai, 05/09/20
• Deep Learning, NPTEL, MHRD Govt. of India and IIT Kharagpur, 10/2019
• Practical Machine Learning with Tensorflow, NPTEL, MHRD Govt. of India and IIT Madras, 10/2019
• Machine Learning for Engineering and Science Applications, NPTEL, MHRD Govt. of India and IIT Madras, 04/2019
• Joy of Computing Using Python, NPTEL, MHRD Govt. of India and IIT Ropar, 04/2019
• Deep Learning, NPTEL, MHRD Govt. of India and IIT Madras, 10/2018
• Deep Learning for Visual Computing, Indian Institute of Technology, Kharagpur, 07/2017
• Microsoft Dot Net Architecture and Framework, Tata Consultancy Services Ltd., 02/24/12
• Mission 10X Workshop, Wipro Technologies Ltd. and ISTE, Bengal Institute of Technology, 02/22/10
• Entrepreneurship Development for Faculties, Indian Institute of Technology and AICTE, Kharagpur, 04/11/09
• Campus Connect Faculty Enablement Program, Infosys Technologies Ltd., 11/20/09