Prof. Anjana Gupta

Prof. Anjana Gupta is a distinguished academic and researcher in the Department of Applied Mathematics and the Director of the Equal Opportunity Cell at Delhi Technological University, with 26 years of experience in teaching, research, and academic leadership. Her research interests include optimization, multi-criteria decision making, fuzzy and linguistic modeling, cloud computing techniques, and soft computing. She has published over 70 research papers in leading SCI/SCIE/ESCI journals and has supervised several Ph.D. scholars in emerging areas such as linguistic decision-making, uncertainty modeling, wireless sensor networks, reversible data hiding, and optimization frameworks. She has received various research awards, and several patents are also filed under her name. Prof. Gupta has delivered invited talks at DRDO, organized major conferences and training programs, and contributed significantly to curriculum development at DTU. She also holds advanced certifications in Machine Learning from Stanford/DeepLearning.AI and leadership training under the CMI–AICTE initiative, reflecting her commitment to academic excellence and continuous innovation.

26 years of Teaching and Research Experience
Currently serving as Director of Equal Opportunity Cell (DTU) and Professor (Applied Mathematics, DTU)

1. Applied Mathematics I 
2. Applied Mathematics II
3. Linear Algebra 
4. Scientific Computing 
5. Operations Research 
6. Optimization Techniques
7. Fuzzy Set and Logic 
8. Machine Learning 
9. Discrete Mathematics

1. ORSI India (Lifetime membership)
2. Indian Science Congress (Lifetime membership)

1. Kumari, R., Aggarwal, A., Gupta, A. (2025). Cross-efficiency aggregation by ordered visibility graph averaging: method, and application in portfolio selection. IMA Journal of Management Mathematics, 36(1), 83-110. https://doi.org/10.1093/imaman/dpae012. (SCIE, Impact Factor: 1.9, Publisher-Oxford University Press).

2. Kumari, Reenu, Anjana GUPTA, and Abha AGGARWAL. ”An Integrated Multi-Objective SORM Cross-Efficiency Model: An Application in Portfolio Selection.” Economic Computation Economic Cybernetics Studies Research 58, no. 3 (2024). Doi10.24818/18423264/58.3.24.08. (SCIE, Impact Factor: 0.9, Publisher-Bucharest University of Economic Studies).

3. Aggarwal, Abha, Anjana Gupta, Rajkumar Verma, and Reenu Kumari. ”Ranking of Efficient Fuzzy Portfolios by Hybrid MSBM-TOPSIS Technique.” Foundations of Computing and Decision Sciences 50 (2025) 10.2478/fcds-2025-0001. (ESCI)

4. Kumar, S., Walia, G.S. and Gupta, A., 2025. An efficient technique for reversible data hiding using bidirectional histogram shifting and multistage embedding. Engineering Applications of Artificial Intelligence, 156, p.110986.

5. Anjali, Gupta, A. Dynamic cloud model based on decision field theory. The Journal of Supercomputing 81, 620 (2025). https://doi.org/10.1007/s11227-025-06989-2

6. Anjali, Gupta, A. A novel Shannon entropy-based backward cloud model and cloud Kmeans clustering. The Journal of Supercomputing 81, 65 (2025). https://doi.org/10.1007/s11227-024-06528-5.

7. Kalson, S., Gupta, A. A novel reciprocal linguistic cloud model and its integration with machine learning. The Journal of Supercomputing 81, 979 (2025). https://doi.org/10.1007/s11227-025-07428-y.

8. Sanjay Kumar, Anjana Gupta, Gurjit Singh Walia Kumar, S., Gupta, A. & Walia, G.S. (2022), Reversible data hiding: A contemporary survey of state-of-the-art, opportunities and challenges”. Appl Intell 52, 7373–7406 (2022). https://doi.org/10.1007/s10489- 021-02789-2 SCIE

9. Sanjay Kumar, Anjana Gupta, Gurjit Singh Walia Kumar, S., Gupta, A. & Walia, G.S., ”Dual Image Reversible Data Hiding: A Survey,” 2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC), Jalandhar, India, 2023, pp. 190-195 doi: 10.1109/ICSCCC58608.2023.10176708. Scopus

10. Sanjay Kumar, Gurjit Singh Walia, Anjana Gupta Kumar, S., Walia, G. S.,& Gupta, A. (2023). ”A Multistage High-Capacity Reversible Data Hiding Technique Without Overhead Communication”. Defence Science Journal, Vol. 73, No. 6, November 2023, pp. 688-698. doi : 10.14429/dsj.73.5.18991 SCIE

11. Sanjay Kumar, Gurjit Singh Walia, Anjana Gupta Kumar, S., Walia, G. S., & Gupta, A. (2024). An efficient separable reversible data hiding method based on bit pair difference at pixel level. The Imaging Science Journal, 1–14. https://doi.org/10.1080/13682199.2024.2430874 SCIE

12. Mamata Sahu and Anjana Gupta, Two different approaches for consistency of intuitionistic multiplicative preference relation using directed graph, Soft computing, 26 (1) 1-19 (2022) SCI I.F 3.6 doi.org/10.1007/s00500-022-06965-5.

13. Parul Chauhan, Anjana Gupta Chauhan, P., Gupta, A. Probabilistic multiplicative unbalanced linguistic game using linguistic cloud model. J Supercomput 80, 20346–20377 (2024). https://doi.org/10.1007/s11227-024-06240-4 SCIE

14. Reenu Kumari,Anjana Gupta,Abha Aggarwal Stock assessment using cumulative prospect theory in DEA cross-efficiency model: A case study of the Indian stock market, Croatian Operational Research Review, DOI: 10.17535/crorr.2024.0001, ESCI

15. Reenu Kumari, Abha Aggarwal, Anjana Gupta,Stock Assessment Using Robust CrossEfficiency Technique In The Presence Of Negative Data: A Case Study Of The Indian Stock Market, Croatian Operational Research Review, 2023

16. Parul Chauhan, Anjana Gupta, Tanya Malhotra; A Novel Cloud Model based on a Multiplicative Unbalanced Linguistic Term Set, The Journal of Supercomputing, (Springer), 2023,. DOI: https://doi.org/10.1007/s11227-023-05295-z.

17. Radhika Kavra, Anjana Gupta, Sangita Kansal,Dual-interference minimization routing techniques in wireless sensor networks”, wireless networks (Springer), 2023, ACCEPTED.

18. Vineet Kumar, Anjana Gupta and H. C. Taneja. Interval Valued Picture Fuzzy Matrix: Basic Properties and Application. Soft Computing (Springer), 2023, ACCEPTED.

19. Vineet Kumar, Anjana Gupta and H. C. Taneja . A Novel Similarity Measure and Score Function of Pythagorean Fuzzy sets and Their Application in Assignment Problem. Economic Computation and Economic Cybernetics Studies and Research, 2023; Vol. 53. 10.24818/184232264/57.3.23.19, SCIE.

20. Vineet Kumar, Anjana Gupta and H. C. Taneja. Interval-value spherical fuzzy matrix and its applications in multi-attribute decision-making process. Maejo International Journal of Science and Technology , Accepted.

21. Parul Chauhan and Anjana Gupta, ”A Methodology for Solving Bimatrix Games under 2-tuple Linguistic Environment”, International Journal of Systems Science: Operations & Logistics (Springer) , 2023, ACCEPTED.

22. Radhika Kavra, Anjana Gupta, Sangita Kansal, Optimization of energy and delay on interval data based graph model of wireless sensor networks, wireless networks (Springer), 2023, ACCEPTED. 

23. Tanya Malhotra, Anjana Gupta, “Probabilistic multiplicative unbalanced linguistic term set and its application in matrix games”, International Journal of Machine Learning and Cybernetics, (Springer), 2022, 10.1007/s13042-022-01697-2.

24. Radhika Kavra, Anjana Gupta, Sangita Kansal “Systematic study of topology control methods and routing techniques in wireless sensor networks”, Peer-to-Peer Networking and Applications (Springer), 2022, ACCEPTED.

25. Imran , Anjana Gupta, Aparna Mehra, ”2-Tuple Unbalanced Linguistic Multiple Criteria Group Decision Making using Prospect Theory Data Envelopment Analysis”, Soft Computing (Springer), 2022, ACCEPTED.

26. Mamata Sahu and Anjana Gupta, Two different approaches for consistency of intuitionistic multiplicative preference relation using directed graph, Soft Computing (Springer), 2022, https://doi.org/10.1007/s00500-022-06965-5.

27. A. Kumar, A. Gupta and A. Mehra, ”A bilevel game model for ascertaining competitive target prices for a buyer in negotiation with multiple suppliers”, RAIRO - Operations Research, (Springer), 56 (2022) 293–330 .

28. Parul Chauhan and Anjana Gupta,”Matrix Games with Proportional Linguistic Payoffs”, Soft Computing (Springer),2021, https://doi.org/10.1007/s00500-021-06363-3.

29. Radhika Kavra, Anjana Gupta, Sangita Kansal “Interval graph based energy efficient routing scheme for a connected topology in wireless sensor networks”, wireless networks (Springer), https://doi.org/10.1007/s11276-021-02782-0.

30. Sanjay Kumar, Anjana Gupta, Gurjit Singh Walia, ”Systematic study of topology control methods and routing techniques in wireless sensor networks” , Applied Intelligence (Springer), https://doi.org/10.1007/s10489-021-02789-2.

31. Kaushalendra Kumar Singh, Rajesh Kumar, Anjana Gupta. Comparative energy, exergy and economic analysis of a cascade refrigeration system incorporated with flash tank (HTC) and a flash intercooler with indirect subcooler (LTC) using natural refrigerant couples, Sustainable Energy Technologies and Assessments, Vol. 39, pp. 100716, 2020. (Published) (Elsevier; SCIE indexed, Impact factor: 5.353, Quartile - Q1)

32. Anjali Singh, Anjana Gupta, Aparna Mehra, ”Best Criteria Selection Based PROMETHEE II Method, OPSEARCH (Springer), 58, 160-180 (2021).

33. Kaushalendra Kumar Singh, Rajesh Kumar, Anjana Gupta, “Multi-objective Optimization of Thermodynamic and Economic Performances of Natural Refrigerants for Cascade Refrigeration”, Arabian Journal for Science and Engineering , Elsevier, https://doi.org/10.1007/s13369-021-05924-w

34. Rajesh Asthana, Gurjit Singh Walia, Anjana Gupta, “A novel biometric crypto system based on cryptographic key binding with user biometrics”, Multimedia Systems (2021) https://doi.org/10.1007/s00530-021-00768-8

35. Rajesh Asthana, Gurjit Singh Walia, Anjana Gupta, “Random area-perimeter method for generation of unimodal and multimodal cancelable biometric templates”, Applied Intelligence (2021), https://doi.org/10.1007/s10489-021-02201-z

36. Kaushalendra Kumar Singh, Rajesh Kumar, Anjana Gupta, “ Comparative Exergetic, Economic and Exergoeconomic analysis of a hybrid cascade refrigeration system using ammonia-propane, propane-propylene and isobutane-propane refrigerant pairs”, International Journal of Exergy,(2021) (accepted)

37. Tanya Malhotra, Anjana Gupta, “ Group operations and isomorphic relation with the 2-tuple linguistic variables”, Soft Computing volume 24, pages 18287–18300 (2020), https://doi.org/10.1007/s00500-020-05367-9

38. Tanya Malhotra, Anjana Gupta, “ A systematic review of developments in the 2-tuple linguistic model and its applications in decision analysis”, Soft Computing volume 24, pages 18287–18300 (2020), https://doi.org/10.1007/s00500-020-05031-2

39. Tanya Malhotra, Anjana Gupta, A new 2-tuple linguistic approach for unbalanced linguistic term sets IEEE Transaction of Fuzzy Systems, (2020), 10.1109/TFUZZ.2020.2994987

40. Anjali Singh and Anjana Gupta, Some observations on 2-tuple linguistic and interval 2-tuple linguistic operators, has been accepted in International Journal of Mathematical, Engineering and Management Sciences, (2020),

41. Anjali Singh, Anjana Gupta , Best Criteria Selection based PROMETHEE II to aid decision making under 2-tuple linguistic framework: case study of most energy efficient region worldwide International Journal of Management and Decision Making, Inderscience Publishers, 19, 44-65, 2020

42. Gurjit Singh Walia , Shivam Rishi, Rajesh Asthana , Aarohi Kumar , Anjana Gupta, “Secure multimodal biometric system based on diffused graphs and optimal score fusion”, IET Biometric, Volume 8, Issue 4, p. 231 – 242, 2019, DOI: 10.1049/iet-bmt.2018.5018

43. Anjali Singh, Anjana Gupta, Aparna Mehra, Matrix Games with 2-tuple Linguistic Information Annals of Operations Research, Springer, DOI: 10.1007/s10479-018-2810-6, 2018 287 895-910

44. Anjali Singh, Anjana Gupta Consensus model for multi-criteria decision making in emergency management International Game Theory Review (World Scientific) Accepted https://doi.org/10.1142/S0219198920400101 

45. A. Kumar, A. Gupta and A. Mehra A Bi level Programming Approach for a Price Setting based Aggregate Production Distribution Planning International Game Theory Review (World Scientific) Accepted https://doi.org/10.1142/S0219198920400095

46. Mamata Sahu and Anjana Gupta, ”Improving the consistency of incomplete hesitant multiplicative preference relation”, OPSEARCH, 56, 324-343.

47. Mamata Sahu and Anjana Gupta, New transitivity property of intuitionistic multiplicative preference relation and its application in missing value estimation, Annals of Fuzzy Mathematics and Informatics, (2018), .

48. Akhilesh Kumar, Anjana Gupta, Aparna Mehra, A Bilevel Programming Model for Operative Decisions on Special Trains: An Indian Railways Perspective, Journal of Rail Transport Planning and Management, Volume 8, Issue 3-4, 184-206, 2018.

49. Mamata Sahu, Anjana Gupta and Aparna Mehra, Acceptably consistent incomplete interval-valued intuitionistic multiplicative preference relations, Soft Computing, Volume 22, Issue 22, 7463-7477, 2018.

50. Anjana Gupta and Mamata Sahu, A Method to Complement Incomplete Hesitant Multiplicative Preference Relation, International Journal of Research and Analytical Reviews, Volume 5, Issue 2, 1421–1429, 2018.

51. Mamata Sahu and Anjana Gupta, Incomplete Hesitant Fuzzy Preference Relation, Journal of Statistics & Management Systems, Volume 21, Issue 8, 1459-1479, 2018.

52. Anjali Singh and Anjana Gupta, Matrix Games with Interval-valued 2-tuple Linguistic Information, Games, Volume 9, Issue 3, 1-19, 2018.

53. Anjali Singh, Anjana Gupta, Aparna Mehra, Matrix Games with 2-tuple Linguistic Information, Annals of Operations Research (Springer) DOI: 10.1007/s10479-018-2810-6, 2018.

54. Anjali Singh, Anjana Gupta , Optimization based Consensus Model for Multi-Criteria Group Decision Making under 2-Tuple Linguistic Framework, International Journal of Engineering, Technology, Science and Research, Volume 4, Issue 11, 1233- 1243, 2017.

55. Gurjit Singh Walia, Saim Raza, Anjana Gupta, Rajesh Asthana, Kuldeep Singh A Novel Approach of Multi-Stage Tracking for Precise Localization of Target in Video Sequences, Expert Systems with Applications (ESWA), Elsevier, 10.1016/j.eswa.2017.02.007.

56. Mamata Sahu, Anjana Gupta, Aparna Mehra, Hierarchical clustering of interval-valued intuitionistic fuzzy relations and its application to elicit criteria weights in MCDM problems, Operational Research Society of India, OPSEARCH,(springer), Volume 54, 388-416, 2017. 6

57. Anjali Singh, Anjana Gupta, Aparna Mehra, Energy Planning Problems with Intervalvalued 2-Tuple Linguistic Information, Operational Research An International Journal, Volume 17, Issue 3, 821-848, 2017.

58. Bhavna Saighal, M. K. Bhat and Anjana Gupta, Analytical study: Workplace Environment in IT Companies and Ranking of Companies using AHP-Topsis Method, IOSR Journal of Business and Management (IOSR-JBM) Volume 17, Issue 5.(2015), PP 11-22, e-ISSN: 2278-487X, p-ISSN: 2319-7668.

59. A. Gupta, S.S. Appadoo and A. Mehra, A New Solution Strategy For MCGDM Problems Using Entropy/Cross Entropy In Interval-Valued Intuitionistic Fuzzy Environment, International Game Theory Review, World Scientific, Vol. 17, No. 1 (2015) 1540007 (22 pages) DOI: 10.1142/S0219198915400071.

60. P. Arora, A. Gupta and G. Bhatia, Higher Order Strict Minimizers for Multiobjective Fractional Programming Problems, Maxican Journal of Operational Research, 2(2), 42-59, 2013.

61. D. Bhatia, A. Gupta and P. Arora, Optimality via Generalized Approximate Convexity and Quasi-efficiency, Optimization Letters, 7, 127-135, 2013.

62. V. Bagla, A. Gupta and A. Mehra, Improving Consistency of Comparison Matrices in Analytical Hierarchy Process, International Journal of Current Engineering and Technology, 3(2), 316-321, 2013.

63. V. Bagla and A. Gupta, Site Selection Using Optimization Techniques, International Journal of Scientific and Engineering Research, 4(4), 1687-1694, 2013.

64. B. Saighal , M. K. Bhat and A. Gupta, Analytical Study of Work Environment in IT Sector, International Journal of Business Economics and Management Research, 3(10), 88-144, 2013.

65. B. Saighal , M. K. Bhat and A. Gupta, An Analysis Of Indoor Office Environment and its Impact On Employees’ Productivity in IT Sector with a Special Reference to Delhi and NCR, International Journal of Management and Behavioral Sciences, 1, 379-388, 2012.

66. V. Bagla, A. Gupta and D. Kukreja, Educational Software Evaluation, International Journal of Computer Applications, 36(11), 1-7, 2011.

67. V. Bagla and A. Gupta, Analytical Hierarchy Process Based Assignment Model for Allotting Parking Slots to Different Localities, Journal of Multi-criteria Decision Analysis, 18, 173-185, 2011. 

68. A. Gupta, A. Mehra and D. Bhatia, Characterizing Strict Efficiency for Convex Multiobjective Programming Problems, Journal of Global Optimization, 49, 265-280, 2011.

69. A. Gupta, A. Mehra and D. Bhatia, Higher Order Efficiency, Saddle Point Optimality and Duality for Vector Optimization Problems, Numerical Functional Analysis and Optimization, 28(3-4), 1-14, 2007.

70. A. Gupta, A. Mehra and D. Bhatia, Approximate Convexity in Vector Optimization, Bulletin of The Australian Mathematical Society, 74(2), 207-218, 2006. 

71. Chauhan, P., Gupta, A. The unbalanced -tuple intuitionistic fuzzy linguistic numbers and aggregation operators. Evolving Systems 17, 83 (2026). https://doi.org/10.1007/s12530-026-09833-x

72. Kumari, R., Aggarwal, A. and Gupta, A., 2026. A Comprehensive mean–maverick–variance portfolio selection model based on the OVG aggregated game cross-efficiency approach. International Journal of Mathematics for Industry, p.2650002.

Books :
1. Discrete Mathematics, Anjana Gupta, Kataria Publication, 4th edition, 2012.

Book Chapters :

1. Kumar, V., Gupta, A ., Taneja, H.C. (2022). Solution of Transportation Problem Under Spherical Fuzzy Set” in IEEE 6th International Conference on Computing Communication and Automation (ICCCA) Organized by Aurel Vlaicu University of Arad, Romania and Galgotias University, India on Dec. 17-19, 2021. 10.1109/ICCCA52192.2021.9666372.

2. Kumar, V., Gupta, A., Taneja, H.C. (2022). Solution of Transportation Problem using Interval Valued Pythagorean Fuzzy Approach in International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) Organized by the Department of Mechanical Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat State, Springer, India, during 28th -30th January 2022.10.1007/978- 981-19-9285-8.

3. Parul Chauhan, Anjana Gupta, Matrix Games with Linguistic Distribution Assessment Payoffs” has been accepted for presentation during the CIS 2021 and publication in the proceedings to be published in SCOPUS Indexed Springer Book Series, ‘Lecture Notes on Data Engineering and Communications Technologies’ (ACCEPTED)

4. Aakash and Anjana Gupta“A Review on recent development in the Mayfly Algorithm”, Proceeding of International Conference on Paradigm of Communication, Computing and Data Science (PCCDS 2021), Springer (SCOPUS).

5. Shreya and Anjana Gupta, “Best Criteria Selection Based Electre II: A Comparative study”, Proceeding of 6th International Conference on Advanced Production and Industrial Engineering (ICAPIE-2021),Springer (SCOPUS) .

6. Yogesh, Kanchan and Anjana Gupta, “ An Extended Multilevel Transportation Problem with Multiple Inputs and Outputs”, Proceeding of 6th International Conference on Advanced Production and Industrial Engineering (ICAPIE-2021),Springer (SCOPUS).

7. Research paper entitled “ Simulating percentage of workers opting to work from home during the Covid-19 pandemic using n-player iterative Game Theory”, Proceeding of 6th International Conference on Advanced Production and Industrial Engineering (ICAPIE2021), Springer (SCOPUS) .

8. Research paper entitled “ Optimisation of Pipe Network using Graph theory”, Proceeding of 2nd International Conference on Multidisciplinary innovation in Academic Research (ICMIAR-2021), Springer (SCOPUS).

9. A. Kumar, A. Gupta and A. Mehra, Contingent Demand Fulfilment Decision Problem from Supplier’s Perspective, published in the IEEE Xplore Digital Library, pp. 2271-2277. DOI: 10.1109/ICEEOT.2016.7755098, ISBN 978-1-4673-9939-5.

10. A.Singh, A. Gupta, An AHP-PROMETHEE II Method for 2-tuple Linguistic Multicriteria Group Decision Making, published in IEEE Xplore Digital Library,pp. 1 - 6, DOI: 10.1109/ICRITO.2015.7359374, ISBN 978-1-4673-7231-2.

11. A. Gupta, N.Malhotra and M. Kohli, Classification based on Data Envelopment Analysis and supervised learning a case study on energy performance of residential buildings, published in IEEE Xplore Digital Library, DOI: 10.1109/ICPEICES.2016.7853706.

12. V. Bagla, A. Gupta, B. Sharma, Leader Culling Using AHP - PROMETHEE Methodology, Third International Conference on Computational Intelligence Applications, Nashik, and proceedings published in International Journal of Computer Applications, 5-12, 2012.

13. V. Bagla and A. Gupta, Agronomic Business Promotion, book chapter in Business Intelligence and Data Warehousing, Narosa, 132-143, 2012. 14. P. Arora, G. Bhatia and A. Gupta, Characterizations of the Solution Sets and Sufficient Optimality Criteria via Higher-Order Strong Convexity, a Book chapter no.

14, Topics in Nonconvex Optimization, Springer Optimization and Its Applications, 2011.

15. A. Gupta, A. Mehra and D. Bhatia, Nonconvex Vector Minimization with Set Inclusion Constraints, Book chapter no. 9, Statistical Science and Interdisciplinary Research, Edited by S.K. Neogy, A.K. Das, R.B. Bapat, World Scientific, 6, 137-154, 2009.

16. A. Gupta and D. Bhatia, Decision Support for Comparative Evaluation of Used Cars, Quality Reliability and Infocom Technology, Macmillan Advance Research Series, 2006.

17. S. Prakash and A. Gupta, Efficient Solutions for the Problem Selecting Sites For Polling Stations and Assigning Voter-Area to them with Two Objectives, Presented of National Conference on Management Science and Practice, March 31-April 1, 2006, Indian Institute of Management Ahmadabad in collaboration with ORSI- Ahmadabad Chapter, Proceeding of the Conference. 

 Patent Published: 2

Patent Submitted :1

1. DTU Research Excellence Awards 2017

2. DTU Research Excellence Awards 2018

3. DTU Research Excellence Awards 2019

4. DTU Research Excellence Awards 2020

5. DTU Research Excellence Awards 2021

6. DTU Research Excellence Awards 2022

7. DTU Research Excellence Awards 2023

8. DTU Research Excellence Awards 2024

9. DTU Research Excellence Awards 2025

10. Women Researcher Award at Scientific Laurels 2025

 

DTU sponsored project entitled: 2- Tuple Linguistic Models in Matrix Games and Cloud Computation (2019)

1. Machine Learning Specialization, DeepLearning.AI, Stanford University Deep Learning.AI, Stanford University Issued Mar 2024 (Coursera).

2. Unsupervised Learning, Recommenders, Reinforcement Learning , DeepLearning.AI, Stanford University Issued Mar 2024 (Coursera).

3. Advanced Learning Algorithms DeepLearning.AI, Stanford University Issued Dec 2023 (Coursera).

4. Supervised Machine Learning: Regression and Classification , DeepLearning.AI, Stanford University Deep Learning.AI, Stanford University Issued Oct 2023 (Coursera).  

5.  Completed Chartered Management Institute (CMI) Level 5 Certificate in Management and Leadership ( UKIERI India and AICTE collaboration)

 

Director, Equal Opportunity Cell, Delhi Technological University