The International Journal of Science and Research Archive (IJSRA) sincerely acknowledges and expresses its deep appreciation to the following reviewers for their valuable contributions to the peer-review process of manuscripts published to date.
Their insightful comments, constructive suggestions, and expert evaluations have significantly assisted authors in enhancing the scientific quality, clarity, and overall impact of their research papers.
Each reviewer listed below has completed at least one review for the journal’s published issues. The editorial team highly values their time, dedication, and commitment to maintaining the academic standards and integrity of IJSRA.
Mr. Suhail Anjum Rather, Assistant Professor at Lyallpur Khalsa College Technical Campus, Jalandhar, India. Email: suhailanjumrather19@gmail.com
Mr. Amit Khanna, Senior Technical Staff Member at AMD Inc. Email: amit.ananya@gmail.com
Mr. Uyiosa Ugiagbe, Research Assistant at the University of Georgia, Athens (UGA). Email: Uyiosa.Ugiagbe@uga.edu
Dr. Yogita Parihar, Associate Professor at Jodhpur Institute of Engineering and Technology. Email: parihar.yogita@gmail.com
Dr. Lawrence Sao Babawo, Research Scientist and Dean of Health Sciences and Disaster Management at Eastern Technical University of Sierra Leone, Kenema, Sierra Leone. Email: yeamamiesatta@gmail.com
Prof. Ms. Divya Goraksha Thite, Assistant Professor at STE’s Sinhgad College of Pharmacy, Pune. Email: thitedivya81@gmail.com
Mr. Prabaharan A, Assistant Professor of Physics at Sacred Heart College of Arts and Science. Email: prabapdf@hotmail.com
Miss Varada Abhyankar is affiliated with UCLA. Email: varada.abhyankar@gmail.com
Dr. Oghenetanure Ryan Enaworu, Oncology Clinical Research Coordinator at the University of California Irvine (Chao Family Comprehensive Cancer Center), United States. Email: tanureenaworu@gmail.com
Dr. Mukesh Saini, Assistant Professor at Rajshree Ayurvedic Medical College & Hospital, Bareilly, Uttar Pradesh, India. Email: drmukeshsaini8255@gmail.com
Dr. Kriti Grover, Assistant Professor at Rohilkhand Medical College. Email: kritigroverllrm@gmail.com
Mmaduekwe Ebuka Paul, Researcher at Ball State University, Indiana, USA. Email: ebukammaduekwepaul@outlook.com
Dr. Seyed Ali Fallahchay, Professor at Raffles Design Institute, Jakarta. Email: alifallahchay3@gmail.com
Mr. Deepak Dasaratha Rao, Consultant at Infosys. Email: ddrb2011@gmail.com
Mr. Bangar Raju Cherukuri, Senior Web Developer at Tech Analysis Inc. Email: rajucherukuri5@gmail.com
Dr. Vivekananda Jayaram, Lead Software Engineer at JPMorgan Chase. Email: vivekananda.jayaram@ieee.org
Mr. Ashutosh Ahuja, Enterprise Architect Lead at Starbucks Technology. Email: ashuotosh.ahuja11@gmail.com
Mr. Vikas Kumar, Assistant Professor at Bhagwant Global University, Kotdwar. Email: v.kumarvikas032@gmail.com
Dr. Nripendra Singh, Teaching Assistant at Odisha University of Agriculture & Technology, Bhubaneswar, Odisha. Email: nripendra.singh838@gmail.com
Prof. Nizamul Haque Ansari, Professor at Sant Baba Bhag Singh University, Jalandhar, Punjab. Email: nizamulchem@gmail.com
Dr. Vineeth Mathew, Assistant Professor at the University of Calicut. Email: vineethme2009@gmail.com
Dr. Virendra Kumar Tiwari, Professor at LNCT, RGPV, Bhopal. Email: virugama@gmail.com
Mrs. Zahra Ahmadirad is affiliated with the University of Missouri–Kansas City. Email: zaw4f@umsystem.edu
Olayinka Akinbolajo, Researcher at Texas A&M University–Kingsville, Texas, USA. Email: yinkakinbolajo@gmail.com
Titilayo Shehu, Researcher (Accounting) at KPMG Professional Services, USA. Email: titilayoshehu@gmail.com
Humphrey Okeke, Product Manager at RadSystems, USA. Email: humphrey.okeke@radsystems.io
Mr. Mihir Mehta, Software Development Manager at Chewy. Email: mehta.mih@gmail.com
Dr. Govindu Kondaiah, Assistant Professor at SKSC Degree College, India. Email: kondumsc@gmail.com
Mr. Santhosh Katragadda, Senior Network Engineer at New England College, USA. Email: sakatragadda@yondertech.net
Mr. Harshraj Shukla, Guest Faculty member at BBM Government College Divyagawan, Rewa. Email: hrtuetorial@gmail.com
Mr. Narayanam Sri Prakash, Assistant Professor (M.Tech., Ph.D). Email: prakash.sn.10@gmail.com
Mr. Ayobami Peter Olatunji is affiliated with Microsoft. Email: olatunjiayobami1110@gmail.com
Mr. Apratim Sai Rajesh, Research Scientist at Dabur Research and Development Centre. Email: apatimsai@gmail.com
Ashwin Sharma, Principal Member of Technical Staff at AT&T Services Inc., USA. Email: ashwin.sharma.research@gmail.com
Mr. Pendyala Bharath Kumar, Assistant Professor at JNTUA Anantapuramu. Email: bharathkumar1218@gmail.com
Dr. Barno Azizova, Researcher and Expert in Clinical Diagnostics at Tashkent Medical Academy, Tashkent, Uzbekistan. Email: barnoazizova77@gmail.com
Dr. Ambrues Monboe Nebo Sr is affiliated with the University of Liberia and African Methodist Episcopal University, Liberia. Email: neboambrues@gmail.com
Mr. Mayowa Timothy Adesina, Business Data Analyst and Data Engineering Specialist and Independent Researcher. Email: adesinamayor@icloud.com
Dr. Ravi Chandra Madasani is affiliated with Texas A&M University–Kingsville. Email: ravichandramadasani@gmail.com
Mr. Yogeswara Reddy Avuthu, Software Developer at CWC International Inc., USA. Email: yavuthu@gmail.com
Olalekan Kehinde A., Researcher and Healthcare Project Manager at Carleton University, Canada. Email: olalekankehinde@cmail.carleton.ca
Dr. Zin Ko Ko is affiliated with Myanmar Commercial University (MCU). Email: zinkoko@mcu.edu.mm
Dr. Rajath H G, Associate Professor at G Madegowda Institute of Technology. Email: rajathhg.gmitme@gmail.com
Mr. Noel James Malele, MD at Tumbi Regional Hospital. Email: nmalele1993@gmail.com
Mr. Shripad Bankar, Senior Solution Architect at Comcast, USA. Email: shripadb75@gmail.com
Mr. Eshwar Dnyandeo Muley, Assistant Professor (CHB) at Dr. B.A.M.U., Aurangabad. Email: muleyeshwar@gmail.com
Mr. Suryaprakash Nalluri, Senior Vice President in Cybersecurity Financial Services. Email: spnalluri@gmail.com
Nilesh Patel, Senior Hardware Engineer at Apple, USA. Email: nileshbpatel86@gmail.com
Mr. Charan Shankar Kummarapurugu, Software Engineer at Encloud Services LLC, USA. Email: charanshankar@outlook.com
Dr. Vikas Gupta, Assistant Director at UCER, Baba Farid University of Health Sciences, Faridkot, India. Email: vikas_4308@rediffmail.com
Olanrewaju Olukoya Odumuwagun, Senior Risk Management Associate at Benda Infotech, USA. Email: lanreodumuwagun@gmail.com
Md Mizanur Rahaman, Researcher at the College of Business, Westcliff University, Irvine, USA. Email: m.rahaman.392@westcliff.edu
Dr. Anusha Thumma holds a PhD and is affiliated with Nova Southeastern University. Email: at1385@mynsu.nova.edu
Mr. Gunvant Chaudhari, Vice President at Wells Fargo, USA. Email: gunvantdc2907@gmail.com
Tambari Nuka, Research Associate at Morgan State University, USA. Email: tammynuka3@gmail.com
Nagaraju Thallapally, Application Architect at the University of Missouri–Kansas City, USA. Email: nagthall9@gmail.com
Prof. Francisco Jeci de Holanda, Reviewer at Uniplan e Unigrande. Email: jeci.holanda@bol.com.br
Md Masum Billah, Researcher in the Department of Electrical and Computer Engineering at Lamar University, Texas, USA. Email: masum.eee34@gmail.com
Md Shihab Uddin, Researcher at the School of Engineering, San Francisco Bay University, USA. Email: shihab651951@gmail.com
Mr. Surendra Vitla, Lead Security Consultant at TechDemocracy LLC, USA. Email: surendravitla@gmail.com
Mr. Aliyu Enemosah, Control Room Adviser at Chevron USA. Email: aliynems@hotmail.com
Mr. Tanvir Rahman Akash, IIBA Member (CBDA Certified) based in Arizona, USA. Email: tanvirrss22@gmail.com
Mr. Jide Samuel Omojola, Researcher and Staff Accountant at Elco Mutual Life and Annuity, USA. Email: omojolajide@gmail.com
Mr. Ganesh Kumar Reddy Bommavaram, CAD Designer at Battle Motors, New Philadelphia, USA. Email: ganeshkrbommavaram@gmail.com
Temitope Adeniyan, Researcher at the University of New Haven, USA. Email: topeadeniyan@gmail.com
Shoeb Ali Syed, Senior Data Engineer at the University of the Cumberlands, USA. Email: syedshoebali74@gmail.com
Apooyin Agboola Emmanuel, Finance Controller at the University of Lagos, Nigeria. Email: apooyinagboola@gmail.com
Dr. N. Venkata Lakshmi, Associate Professor at Sathyabama Dental College and Hospital. Email: venkatalakshmink@gmail.com
Dr. Emmanouil Dandoulakis, USMLE Lecturer and Medical Researcher at Uniperfect, Athens, Greece. Email: emmanouildandoulakis@gmail.com
Mr. Daniel Eseoghene Karakitie, Research Associate at Auburn University, USA. Email: dkarakitie@gmail.com
Geraldine O. Mbah, Researcher at McGeorge School of Law, University of the Pacific, USA. Email: g_mbah@u.pacific.edu
Oluwafunmike Elumilade, Finance Manager in Financial Technology (FinTech), USA. Email: funke.elumilade@gmail.com
Felix Odanga, Real Estate Investment Manager at the Institute of Certified Investment and Financial Investment Analysts, Kenya. Email: felixmaloba@gmail.com
Bianca Egbosimba, Health Promotion Specialist at Missouri State University, USA. Email: biancanjideka@gmail.com
Dr. Nikita Suresh Nille, Assistant Professor at G.H. Raisoni College, Pune. Email: nikita.nille@gmail.com
Dr. R. S. Umakanth, Associate Professor at the University of Mysore. Email: umakanth@sericulture.uni-mysore.ac.in
Md Arshadul Islam, Regional Manufacturing Performance Manager at British American Tobacco, Bangladesh. Email: islamarshad83@gmail.com
Md Sazol Ahmmed, Researcher at Missouri University of Science and Technology, Rolla, Missouri, USA. Email: ma8gf@mst.edu
Dileep Domakonda, R&D Engineer at Bytedance Inc., USA. Email: dileep.domakonda7@gmail.com
Tamilselvan Arjunan, Manager (Software Engineer) at Macquarie, UK. Email: nishantamil@gmail.com
Onyekachukwu Victor Unanah, Researcher at the University of Maryland, Robert H. Smith School of Business, USA. Email: vicnas2002@gmail.com
Bukunmi T. Ofili, Cloud Support Engineer at Amazon Web Services, USA. Email: ofilibukunmi@gmail.com
Olubukola Sanni, Global Mobility Tax Lead at Baker Hughes, Lagos, Nigeria. Email: olubukola.sanni@gmail.com
Shakhnoza Rakhimboeva, Graduate Student at Lincoln University, Oakland, California, USA. Email: shahnozarakhimbayeva@gmail.com
Rishi Reddy Kothinti, Independent Researcher based in India. Email: rishireddy423@gmail.com
Nithin Reddy Gadicharla works in Database Administration at Elan Technologies, Texas, USA. Email: nithin.gadicharla@gmail.com
Raveendra Reddy Pasala, Senior Staff Business Systems Analyst at Move Sales Inc., USA. Email: praveendrareddy@gmail.com
Olu James Mbanugo, Fellowship Candidate (CDC) at Kennesaw State University, USA. Email: ombanugo@students.kennesaw.edu
Abdulquadir Aderinto, System Administrator at Hivelocity Inc., USA. Email: adquadir@gmail.com
Deepak Kumar Kejriwal, Staff Software Engineer at Meta Platforms Inc., USA. Email: deepakresearch1037@gmail.com
Olalekan Olayinka Hamed, Principal Data Analyst affiliated with the American Statistical Association and International Statistical Institute, USA. Email: yinkasaf@yahoo.com
Muhammad Bilal Chaudhry, Financial Risk Manager and Researcher at Amazon, USA. Email: bilal.chh@gmail.com
Arun K. Menon, Researcher at the University of Wisconsin–Madison, USA. Email: arunmenon994@hotmail.com
Munsifaruddin Shaik Mohammed, Research Assistant at Texas A&M University–Kingsville, USA. Email: smunsifaruddin091999@gmail.com
Mahipal Reddy Yalla, Senior Advisor, Service Delivery at Dell Inc., USA. Email: y.mahipalreddy@hotmail.com
Adefemi Ayodele, Academic Researcher and Senior Data Engineer at the University of East London, UK. Email: adefemiayodele@gmail.com
Jaymin Pareshkumar Shah, Researcher and Energy Engineer at FST Technical Services, USA. Email: jayminshah95@gmail.com
Saravanan Murugan, Senior IT Quality Analyst at General Dynamics Information Technology, Albany, New York, USA. Email: saravdoc80@gmail.com
Vasanthakumar Gnanasambandam, System Architect at ERPA, Dublin, USA. Email: mail2vasanth@gmail.com
Jay Patel is Director of Software Development at InterContinental Hotels & Resorts Group (IHG). Email: jaypaji@gmail.com
Isabirye Edward Kezron, Researcher and CEO/CTO at European Technology Associates, Uganda, and an Independent Researcher. Email: edwardik@gmail.com
Kuthalingam Sankaralingam, Principal Cloud Engineer and Independent Researcher, USA. Email: kuthalingam77@gmail.com
Obinna Nweke, Researcher at Western Illinois University, Illinois, USA. Email: nwekeobinna15@gmail.com
Chidimma Umeaduma, Researcher and Teaching Assistant at Western Illinois University, Illinois, USA. Email: cumeaduma@gmail.com
Mangesh Pujari, Research Scientists Manager at Meta Platforms, USA. Email: mangeshrulz@gmail.com
Anil Kumar Pakina, Software Development Manager at Amazon Development Center Inc., Sunnyvale, California, USA. Email: anilresearchpro@gmail.com
Adetunji Paul Adejumo, Management Student at the Darden School of Business, University of Virginia, USA. Email: adejumoa25@darden.virginia.edu
Iyiola Oladehinde Olaseni, Research Student at the University of Salford, Manchester, UK. Email: i.o.olaseni@edu.salford.ac.uk
Tejaskumar Pujari, Software Architect at PepsiCo Inc., USA. Email: tejasrulz@gmail.com
Chinonso Ogburie, Researcher at the University of Virginia Darden School of Business, USA. Email: ogburien25@darden.virginia.edu
Md Razibul Islam, Researcher and Graduate Student at Södertörn University, Sweden. Email: risbadku@gmail.com
Olivier Khatib, Data Scientist and AI Specialist at Imperial College London, UK. Email: olivier.khatib@gmail.com
Sidhant Chadha, Senior Software Engineer at T-Mobile USA. Email: sidhantchadha1992@hotmail.com
Oluwafemi Oloruntoba, Database Administrator at Lamar University, Beaumont, Texas, USA. Email: dbafemi@gmail.com
Ugochukwu Kenan Obinna, Machine Learning Researcher. Email: obinna.kenan@gmail.com
Sai Santhosh Polagani, AI Product Manager and Independent Researcher, USA. Email: santhosh.aipm@gmail.com
Shubham Shukla, Lead Software Engineer at Amazon. Email: shubham.shukla.069@gmail.com
Roshen Gajanan Borkar, Automation Engineer II at Nor-Cal Controls ES, Inc., USA. Email: roshenborkar@gmail.com
Esi Mansa Aidoo, Research Assistant at Western Illinois University, Illinois, USA. Email: emaidoo209@gmail.com
Kolawole Joseph Ajiboye, Software Developer and Independent Researcher, UK. Email: kolawoleajiboye25@gmail.com
Balaji Ramanujam is Associate Director (Credit Risk Control) at Standard Chartered Bank, USA. Email: balajiramanujam3@gmail.com
Olawumi Damilola Adekunle, Researcher at Kansas State University, USA. Email: wumiadekunle@gmail.com
Haritha Koya, Senior Product Manager at Cisco Commerce and Growth Acceleration, USA. Email: harithakoya59@gmail.com
Oluwafisayomi Folorunso, Research Assistant at Youngstown State University, USA. Email: ocfolorunso@gmail.com
Raliat Abe, Researcher in Management Studies at the University of North Carolina Greensboro, USA. Email: aberaliat@gmail.com
Omotolani Akinbolajo, Researcher at Texas A&M University–Kingsville, USA. Email: tolaniakinbolajo@gmail.com
