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Mrs. Pradnya Atul Patil

ASSISTANT PROFESSOR at K J Somaiya Institute of Technology
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Faculty
  • Department:
    COMPUTER
  • Institute:
    K J Somaiya Institute of Technology
  • Email Address:

    pradnya08@somaiya.edu

  • Contact Details:

    Landline No. : NA

    Extension No. : NA

  • Office Address :

    Computer Engineering Department, 502, 5th Floor, K. J. Somaiya Institute of Engineering and Information Technology, Sion, Mumbai

  • Timings For Visitors:

    Mon-Fri: 10:00 am to 03:00 pm

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Introduction

 

User

Ms. Pradnya Patil

Assistant Professor, Department of Computer Engineering
K. J. Somaiya Institute Technology (KJSIT), Mumbai


About

Ms. Pradnya Patil has been serving as an Assistant Professor in the Department of Computer Engineering at KJSIEIT since January 2020. With a strong passion for teaching and continuous learning, she believes that education is not just a means of livelihood but a platform to inspire the younger generation to develop next-generation applications for societal betterment.

As an educator, she upholds the values of dedication, sincerity, and punctuality. She is committed to enhancing student performance through motivation and innovative, student-centric engagement activities. Her approach reflects her belief that foundational understanding, practical exposure, and teamwork are essential for students to thrive in today’s fast-evolving technological landscape.


Academic Qualifications

  • B.E. (Information Technology) – Government Engineering College, Aurangabad, Maharashtra
  • M.E. (Computer Engineering) – Terna Engineering College, Nerul, Navi Mumbai
  • M.A. in Yogashastra – Kavi Kulguru Kalidas Sanskrit University, Ramtek 
  • Persuing Ph.D. in Computer Engineering - K. J. Somaiya Institute Technology (KJSIT), Mumbai

Teaching & Research Experience

  • Total Experience: 12+ years
  • Subjects Taught:
    Operating Systems, Distributed Systems, Computer Organization and Architecture, Database Management Systems, Information Retrieval, Cloud Computing, Open Source Technologies, Computer Networks, Advanced Algorithms, and Probabilistic Graphical Models, Social Media Analytics
  • Research Areas:
    • Machine Learning
    • Computer Networks
    • Operating Systems
    • Indian Knowledge System (IKS)
    • Computational Modelling
    • Natural Language Processing (NLP)
    • Sanskrit and Machine Translation
    • Rainfall Prediction
    • Yoga and Wellness Technology

Research & Publications

  • National Conferences: 2 papers presented
  • International Conferences/Journals: 7 papers published
  • Project Guidance: Mentored numerous Mini, Minor, and Major academic and extracurricular student projects.

Deployed Projects:

  • Faculty Profile Management System (FPMS) – Deployed at Institute Level
  • Virtual Lab for Social Media Analytics – Deployed at Institute Level
  • Biometric Attendance Management System – Deployed for Yoga Vidya Niketan, Navi Mumbai

Recognitions & Achievements

  • NPTEL Star Award – By IIT Bombay
  • “Best Performance” Award – Yoga Teacher’s Training Course, Yoga Vidya Niketan, Vashi (2017)

Coordination & Leadership Roles

  • Coordinator - CodeAI Club of Computer Engineering Department, KJSIT
  • Worked as Co-Coordinator and faculty organizing member for many FDPs, Internship Programs, National Level webinars, National Level Project Competitions etc. 
  • Applied many research and FDP proposoals for various funding organizations

Professional Affiliations

  • Associate Chartered Engineer – Institution of Engineers (IEI, India)
  • Member – All World Gayatri Pariwar (AWGP)
  • Member – Indian Society for Technical Education (ISTE)
  • Member – Mausam
  • Member – IEEE

Personal Philosophy & Interests

Ms. Patil draws immense inspiration from her parents, who have been her role models throughout life. She believes that a positive attitude is key to managing everyday challenges and that learning is a lifelong journey. Alongside academics, she takes active interest in Yoga, Sanskrit, Dance, and Painting.

She advocates that students should build strong conceptual understanding, stay updated with the latest technologies, and develop hands-on skills while cultivating respect, teamwork, and professional behavior.


“Teaching is a continuous cycle of learning, and every student inspired is a step toward a better future.” — Ms. Pradnya Patil

Education

BE,Dr. Babasaheb Ambdekar Marathwada University, Aurangabad,2008

ME,Mumbai University,2017

Professional Experience

    Academic

  • Saraswati College of Engineering, Navi Mumbai, Assistant Professor, January 2019 - May 2020
  • VJTI, Mumbai, Assistant Professor, August 2019 - December 2019
  • SIES Graduate School of Engineering, Navi Mumbai, Lecturer, July 2011 - December 2011
  • M H Saboo Siddik College of Engineering, Byculla, Mumbai, Lecturer, June 2010 - July 2011
  • K J Soamaiya institute of Engineering and information Technology, Mumbai, Assistant Professor, January 2020 - Present
  • Non Academic

  • Aditya Birla Retail Limited, Mumbai, Web Developer, June 2009 - June 2010

Courses/Subjects Teaching

Research Specialisation

  • Operating Systems
  • Computer Networks
  • Robotic Process Automation
  • Application Development
  • Religion & Culture
  • Environment and Sustainability

Consultancy Expertise

    No Information Available

Consultancy Projects

    No Information Available

Achievements, Recognitions & Awards

  • "Best Perfomance" in Diploma in Yoga Teacher's Training Course
  • "Highest in Summer Course" in Diploma in Yoga Teacher's Training Course
  • NPTEL Star Award
  • NPTEL Star Enthusiast

MDP / FDP

  • 1. FDP on "Blockchain" from in Saraswati College of Engineering, Khargha, Navi Mumbai

    2. FDP on "R Programming" from conducted by A. P. Shah Engineering College in association with Spoken Tutorial, IIT Bombay

    3. FDP on "Moodle: Learning Management System" from conducted by Shah & Anchor Kuchhi Engineering College, Mumbai

     

  • AICTE and ISTE sponsored Refresher Program on 'Deep Learning & It's Applications' from 13 Dec 2021 to 18 Dec 2021

Research Papers

Pradnya Patil.(2025).View of Integrating NLP and Indian Traditional Knowledge for Climate Change Mitigation and Adaptation: A Novel Rainfall Prediction Model.Advances in Nonlinear Variational Inequalities,8(7):430-447.
Pradnya Patil.(2024).Developing an In-Depth Framework for Enhancing Real-Time Applications Via Blockchain Technology Implementation.International Journal of Soft Computing and Engineering,14(5):11-19.https://doi.org/10.35940/ijsce.F3655.14051124
Pradnya Patil.(2024).A Comprehensive Strategy for Detecting Credit Card Fraud in E-Commerce Utilizing DNS Authentication.International Journal of Soft Computing and Engineering,14(5):30-35.https://doi.org/10.35940/ijsce.F3656.14051124
Pradnya Patil.(2024).A Comparative Study of Music Recommendation Systems: Content-Based and Collaborative Approaches.Grenze International Journal of Engineering and Technology (GIJET),11(1):2700-2705.https://thegrenze.com/pages/servej.php?fn=107.pdf&name=A%20Comparative%20Study%20of%20Music%20RecommendationSystems:%20Content-based%20and%20Collaborative%20Approaches&id=3939&association=GRENZE&journal=GIJET&year=2025&volume=11&issue=1
Pradnya Patil.(2024).A Survey on Retrieval-Augmented Generation (RAG) Models: Recent Advances and Challenges.Grenze International Journal of Engineering and Technology (GIJET),1(1):2725-2731.https://thegrenze.com/pages/servej.php?fn=109.pdf&name=A%20Survey%20on%20Retrieval-Augmented%20Generation%20(RAG)Models:%20Recent%20Advances%20and%20Challenges&id=3943&association=GRENZE&journal=GIJET&year=2025&volume=11&issue=1
Pradnya Patil.(2024).Social Networks and Behavioral Analysis Using Bayesian Network.Grenze International Journal of Engineering and Technology (GIJET),11(1):4182-4188.https://thegrenze.com/pages/servej.php?fn=330.pdf&name=Social%20Networks%20and%20Behavioral%20Analysis%20usingBayesian%20Network&id=4135&association=GRENZE&journal=GIJET&year=2025&volume=11&issue=1
Pradnya Patil.(2024).Retrieval-Augmented Generation for Academic Query Accuracy: Reducing Hallucinations and Improving Contextual Responses.Grenze International Journal of Engineering and Technology (GIJET),11(1):2761-2767.https://thegrenze.com/pages/servej.php?fn=111.pdf&name=Retrieval-Augmented%20Generation%20for%20Academic%20QueryAccuracy:%20Reducing%20Hallucinations%20and%20ImprovingContextual%20Responses&id=3948&association=GRENZE&journal=GIJET&year=2025&volume=11&issue=1
Pradnya Patil.(2024).Image Generation using Quotes by Llama 3.2: A nNovel Approach to Quote-to-Image Generation.Grenze International Journal of Engineering and Technology (GIJET),11(1):1869-1875.https://thegrenze.com/pages/servej.php?fn=37_1.pdf&name=Image%20Generation%20using%20Quotes%20by%20Llama%203.2:%20A%20NovelApproach%20to%20Quote-to-Image%20Generation&id=3832&association=GRENZE&journal=GIJET&year=2025&volume=11&issue=1
Pradnya Patil, Kaustubh Kulkarni, Priyanka Deshmukh & Minal Sonkar.(2023).FloraMediVision: A Medicinal Plant Leaf Identification System using Computer Vision.IEEE Xplore,0(0):0.https://doi.org/10.1109/ICAST59062.2023.10454947
Pradnya Patil.(2023).Modeling Marine Ecosystem Dynamics using Markov Networks.IEEE Xplore,0(0):0.https://doi.org/10.1109/ICAST59062.2023.10454987
Kaustubh Kulkarni & Pradnya Patil.(2023).Implementation of Blockchain Technology in IOT Based Smart Home.IEEE Explore,0(0):0.https://doi.org/10.1109/ICAST55766.2022.10039525
Pradnya Patil.(2022).Fire Detection using HSV color picker.IEEE Explore,0(0):0.https://doi.org/10.1109/ICAST55766.2022.10039624
Pallavi Patil, Aarti Sahitya, Shubhada Labde, Nisha Vanjari & Pradnya Patil.(2022).Podcast Summarization System.IEEE Explore,0(0):0.https://doi.org/10.1109/ICAST55766.2022.10039668
Pradnya Patil.(2022).Sentiment Analysis using Machine learning algorithm using speech signal.IEEE Explore,0(0):0.https://doi.org/10.1109/ICATIECE56365.2022.10046898
Kaustubh Kulkarni & Pradnya Patil.(2022).Layer 2 Solutions to Improve the Scalability of Blockchain.IEEE Explore,0(0):0.https://doi.org/10.1109/ICAST55766.2022.10039486
Pradnya Patil.(2021).Analysis of breast cancer event logs using various regression techniques.IEEE Explore,0(0):0.https://doi.org/10.1109/ICCCI50826.2021.9402360

Proceedings

Pradnya Patil.Predicting Lung Cancer using Ensemble Machine Learning Algorithms: A Comprehensive Study Learning Algorithm: A Comprehensive Study.12th International Conference on Computing for Sustainable Global Development (INDIACom),Online,April02-04,2025.
Pradnya Patil.ARTHRO - Knee Osteoarthritis Detection Using Deep Learning.International Conference on Data Science & Applications,Online,July07-09,2023.

Books

No Information Available

Book chapters

Pradnya Patil & Kaustubh Kulkarni.(2024).Algorithmic Issues, Challenges, and Theoretical Concerns of ChatGPT"Applications, Challenges, and the Future of ChatGPT; Publisher: IGI Global; ISBN13: 9798369368244|ISBN13 Softcover: 9798369368251|EISBN13: 9798369368268 DOI: 10.4018/979-8-3693-6824-4; ISBN13: 9798369368244|ISBN13 Softcover: 9798369368251|EISBN13: 9798369368268 DOI: 10.4018/979-8-3693-6824-4.ch003".56-74,

IPR

No Information Available

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