Ayesha Siddiqui

16+ years Teaching Experience

Artificial Intelligence, Machine learning, Computer vision, Blockchain Technology, Green computing , Data Analytics, Big Data

Book Publications:

SQL and PL/SQL Unlocked: A Beginner to Expert Guide, Programming Reference Book by San International Publications Single Issue Magazine – Notebook, 24 March 2025

Paper published in International Journals

1. Green computing: E waste management through recycling. Impact Factor 1.4 , International Journal Scientific and Engineering research. https://www.ijser.org/researchpaper/Green-Computing-E-waste-management-through-recycling.pdf
2. Biosensor concept, classification and applications Impact Factor 0.879(IIFS)Excel journal of engineering technology & management science http://excelpublication.com/wp-content/uploads/2014/12/20.-Ayesha-Anam-Irshad-Siddiqui.pdf
3. Solar computing: Use of solar energy to run computer system Impact Factor 0.2857, International Journal of Statistica and Mathematica . https://statperson.com/Journal/StatisticsAndMathematics/Abstract_5_3_2.php
4. Use of Solar Electricity in Academic Institutes: A survey in Aurangabad City, Maharashtra. International journal of environmental planning and development. http://architecture.journalspub.info/index.php?journal=JEPD&page=article&op=view&path%5B%5D=23
5. E waste Management in India:A Survey of Current E waste handling Practices in some are of Aurangabad City(Maharashtra).

https://www.ijmter.com/published-papers/volume-2/issue-9/e-waste-management-in-india-a-survey-of-current-e-waste-handling-pra/

6. Big data in Banking: Opportunities and Challenges post Demonitisation in India IOSR JCE Journals Online

http://www.iosrjournals.org/iosr-jce/papers/Conf.17003/Volume-1/7.%2033-39.pdf

7. A systematic study to identify the awareness, severity and burden of mosquito-borne diseases in Maharashtra, India International Journal of Mosquito Research, Vol. 8, Issue 1, Part B (2021) (Web of Science)

https://www.dipterajournal.com/archives/2021/8/1/B/8-1-14

8. Mosquito tracking, classification, and identification: A glance at the technologies available,International Journal of Mosquito Research,Vol. 9, Issue 2, Part B (2022) (Web of Science)

https://www.dipterajournal.com/archives/2022/9/2/B/9-1-13

9. Convolution Neural Network-based Mosquito Classification System ICIDSSD 22 International Conference on ICT for Digital, Smart, and Sustainable Development School of Engineering Sciences & Technology Jamia Hamdard (Deemed to be University), Department of Computer Science & Engineering New Delhi, INDIA.March 24 - 25, 2022(Scopus) https://eudl.eu/doi/10.4108/eai.24-3-2022.2318954
10. Transfer Learning for Mosquito Classification Using VGG16,First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022) 1-2 Aug 2022 ATALANTIS PRESS

https://www.atlantis-press.com/proceedings/acvait-22/125989852

11. Revolutionizing Healthcare: Smart Contracts and Blockchain Technology for Anemia                          Patients and Blood Donors,AI for Everyone: Applications ISBN: 978-81-957387-4-8,15 Aug 2023, https://doi.org/10.5281/zenodo.8287268
12. Intelligent Travel Card Leveraging Blockchain Technology: A Precautionary Measure Against Contagious Illnesses Such as COVID-19, International Journal of Distributed Computing and Technology, vol 9, Issue 2,https://computers.journalspub.info/index.php?journal=JDCT&page=article&op=view&path%5B%5D=938
13. Exploring Advancements in Space Object Detection through Computer Vision

             Smart Cyber Physical Systems: Innovations and Real-World Implications"

             CRC Press Taylor and Francis Publication(ACCEPTED)  

14. The Integration of AI Technologies in Traffic Management in Space Exploration "AI based statistical model for developing traffic surveillance and monitoring system" to be published by Bentham Science (ACCPTED)

Paper published in Conference proceedings

1. Problems in learning a programming language-with reference   to C language Diagnosis and  Remedies International journal of advanced in Management, Technology & Engineering Science, Vol. II, Issue 6 (VII), pp.62-65, 2013.
2. Use of Mobile Phone in Education: Necessities, Benefits, difficulties and Solutions,International journal of advanced in Management, Technology & Engineering Science, II, Issue 6 (VII), pp.62-65, 2013.
3. Use and acceptance of cloud computing in education, National Conference “Managealization 2013: fostering Management and IT for –Next”
4. Solar computing: Use of solar energy to run computer system National conference of computer And Management Science (CMS-13
5. Green Computing: Computer recycling for solar computing an ecological and economical approach.(Young Scientist Award) 6^THInternational Congress of Environmental Research , Aurangabad (INDIA), December 19-21, 2013
6. MEAS-Mobile emergency alert system-an early warning system in disaster, National conference of Microwave techniques, Aurangabad
7. Big data in Banking: Opportunities and Challenges post Demonitisation in India.  International Conference on Recent Advances In Computer Science, Engineering And TechnologyIOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, PP 33-39 www.iosrjournals.org
8. Use of ICT  tools for Statisitcal Analaysis in Research :A study with reference to SPSS Bharatratna Dr.B.R.Ambedkar Education National Conference 2015
9. Flying insect classification system using Convolution Neural Network Vishwacon2021 Vishwkarma Institute of Information and technology,4^thInternational conference on Recent Trends in Enginerring and Technology (Virtual) Vishwakarma Institute Of Information Technology,Kondhwa(Bk), Pune

• Women of substance award Excellence in Education by She inspire Magazine Rajasthan
• Young Scientist Award for best paper presentation (Technical) in ICER-13(International Congress for Environmental and Research)- Dec-2013

Teaching Specializations

   Programming Languages: C, C++, Java, Python

   Artificial Intelligence & Machine Learning: Supervised/Unsupervised Learning, CNNs, Transfer Learning

   Big Data & Analytics: Hadoop, Spark, Data Mining

   Operating Systems & Linux: Shell scripting, Process Management, Resource Monitoring

   Computer Vision & Image Processing: Using OpenCV, MATLAB, and Python

   Database Technologies: SQL, PL/SQL, MongoDB

   Software Engineering & Project Development

3. Courses Taught

4. Innovative Teaching Practices

Integrated real-world case studies and interdisciplinary projects.

Used ICT tools like Google Classroom, Moodle, and GitHub for interactive assignments.

Organized coding challenges, hackathons, and hands-on workshops.

Guided mini-projects and dissertations on AI, ML, and IoT applications.

Flipped classroom and blended learning strategies.

5. Mentoring & Supervision

Supervised over 7 postgraduate research projects in AI, ML, Blockchain, and Smart Systems.

Mentored students for paper presentations, conferences, and journal publications.

Supported students in FDPs, workshops, and online courses to expand their learning horizons.

6. Curriculum Development

Developed course modules aligned with NEP 2020 and outcome-based education (OBE).

Participated in syllabus design committees and introduced value-added courses.

Introduced bridge courses for non-CS students in AI and programming

Granted Patent (Indian)

• SENSOR TRAP FOR REAL-TIME MOSQUITO SPECIES IDENTIFICATION

• IOT BASED MOSQUITO SPECIES IDENTIFICATION AND MONITORING SYSTEM

Email: ais.scos@jspmuni.ac.in