Bansilal Ramnath Agarwal Charitable Trust's

Vishwakarma Institute of Technology,Pune

Faculty Profile
Home | DR. SONALI MALLINATH ANTAD

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DR. SONALI MALLINATH ANTAD

Designation:

Assistant Professor

Department:

Computer Engineering

Email :

sonali.antad@vit.edu

Phone :

9881544756

   



Personal

Educational Qualification :

University Degree Year
Shri Jagdishprasad Jhabrmal Tibrewala University Phd 2022
Shri Jagdishprasad Jhabrmal Tibrewala University Phd 2022
Savitribai Phule Pune University ME 2013
Shivaji University BE 1997


Date of Joining : 08/12/2021


Total Experience : 25 year:8 month

Experience :

Sr. No Organisation Designation From Date To Date Years of Experience
1 NA NA 15-Dec-1997 15-Dec-1997 0
2 Aptech Institute Class Faculty 20-May-1998 31-May-1999 1
3 CDACs Gist Pace Agency Technical Aassistant 03-Sep-2001 07-Aug-2003 1
4 Pimpari Chinchwad Polytechnic Lecturer in Computer Dept 08-Aug-2003 31-May-2004 0
5 Ekalavya Shikshan Sansthas Polytechnic Lecturer in Computer Tech.Dept 09-Jul-2004 17-Aug-2006 2
6 Jayawantrao Sawant Polytechnic Lecturer,HOD in Computer Dept 18-Aug-2006 08-Dec-2021 15
7 Vishwakarma Institute of Technology Assistant Professor in Computer Dept 09-Dec-2021 - 4

Professional Contribution :

  1. Worked as Class Teacher for Div-T for 1st semester

  2. Worked as Class Teacher of T Div for 2nd semester

  3. Worked as member of Disciplinary committee for Convocation Function

  4. Worked in Computer department for Criteria 3 in NBA

  5. Worked as venue leader for Team 3 for FY CAP process

  6. Worked as member for Timetable of O,P,Q division

  7. Working as class teacher of j div

  8. Worked as member for organizing Conference on Advances in Scienceand TechnologyDSCAST- 2022

  9. Preparing Report of FDP-Conference for DESH department

  10. Working as Class teacher for J FY Div for Semester-2 also.

  11. Working as Criteria 2 coordinator for Computer Engineering department for NAAC

  12. Working as Class Teacher for Btech CSB division

  13. I prepared activity report of Computer Engineering department for AY 2019-20 needed for NAAC 5.1.3 .

  14. Worked as Class Teacher of Btech Class Div-C

  15. Worked as class teacher of SYCS-A divsion

  16. Worked as Criteria 2 Coordinator for NBA

  17. Worked as Syllabus feedbacks from Industry, Alumni, Academia,

  18. Worked as NBA Criteria 2 Incharge

  19. Preparing Department Calendar in Semester I and Semester II inline with Acedemic Calendar.

  20. Taking Syllabus feedback from Industry ,Alumina and Academia in both Semester 1 and Semester 2

  21. Prepared standard procedures of all process needed for conducting Academics and decided its policy

  22. taking feedback from all stack holders and preparing its impact analysis.

  23. I will be working as Coordinator for Distribution of grade sheets and provisional passing certificates at the college campus on 1st June 2026 in Passing out Ceremony

  24. In the AY. 2025-26 worked as Course Owner for Object Oriented Programming Course in first Semester .

  25. In the AY. 2025-26 worked as Course Owner for Microcontroller Course in second Semester .


Invited Talks :

Sr. No Name Description Type Role From Date To Date
1 Research Excellence using AI Tools: Idea, Publication and Patent" A One Week Online Faculty Development Program (FDP) was organized from 23rd to 28th February 2026 focusing on research, innovation, publication, and intellectual property rights. The FDP covered important topics such as research project opportunities, AI tools for research writing, patent licensing, quality publication practices, identification of predatory journals, IPR protection, and research commercialization. Expert speakers from academia and industry delivered insightful sessions to enhance participants’ research skills, awareness of ethical publishing practices, and understanding of innovation and commercialization processes. FDP Participated 23-Feb-2026 28-Feb-2026
2 Generative AI and Large Language Models: Concepts, Tools & Applications A One Week National Level Faculty Development Programme (FDP) on “Generative AI and Large Language Models: Concepts, Tools & Applications” was organized by Keystone School of Engineering, Pune in association with IEEE Pune from 15th to 19th December 2025. The FDP focused on the fundamentals of Generative AI, transformer models, prompt engineering, fine-tuning of LLMs, AI tools, and real-world applications of Large Language Models in education, research, and industry. The program provided hands-on exposure to modern AI platforms and enabled faculty members to integrate emerging AI technologies into teaching, research, and innovative project development through expert sessions delivered by academicians and industry professionals. FDP Participated 15-Dec-2025 19-Dec-2025
3 AI for Sustainable Development Goals A One Week Faculty Development Program (FDP) on “AI for Sustainable Development Goals” was organized by the Department of Computer Science & Engineering (Artificial Intelligence), Vishwakarma Institute of Technology (VIT), Pune from 1st to 5th December 2025 in online mode in association with IEEE Pune Section and IEEE CTSoc Pune Chapter. The FDP aimed to provide educators, researchers, and professionals with knowledge of applying Artificial Intelligence to address global sustainability challenges. The program covered themes such as green computing, climate analysis, disaster management, precision agriculture, and ethical AI frameworks. Through expert lectures, interactive sessions, and hands-on demonstrations, participants explored innovative AI-driven solutions that promote sustainable development and responsible technological growth. FDP Participated 01-Dec-2025 05-Dec-2025
4 Advances in Augmented and Virtual Reality and Blockchain Technologies A 5-Day Online Faculty Development Program (FDP) on “Advances in Augmented & Virtual Reality and Blockchain Technologies” was organized by the Department of Computer Science and Engineering (IoT, CSBT) and Department of Information Technology, VIT Pune from 29th September to 4th October 2025. The FDP covered emerging topics such as AR/VR applications, XR technologies, digital twins, blockchain concepts, scaling solutions, security challenges, and applications of blockchain in AI, IoT, and robotics through expert sessions by industry professionals and researchers. FDP Participated 29-Sep-2025 04-Oct-2025
5 Resent Trends in Computation The FDP aimed to provide a platform for academicians, researchers, and industry professionals to explore emerging trends and advancements in the field of computer science and intelligent computing systems. The program focused on enhancing participants’ understanding of modern computational techniques, cybersecurity, mathematical modelling, intelligent systems, and current research directions. Distinguished resource persons from reputed institutes, universities, IEEE bodies, and industry delivered expert sessions on contemporary technologies and research opportunities. The FDP encouraged participants to learn, unlearn, and relearn rapidly evolving technologies to remain updated with the changing technological landscape. The program also promoted interdisciplinary research collaboration, innovation, and knowledge sharing among faculty members and researchers. Through expert lectures, discussions, and interactive sessions, the FDP helped participants gain insights into advanced computational methods and their applications in solving real-world problems. FDP Participated 15-Sep-2025 19-Sep-2025
6 Cyber security and Data Privacy in Operational Technology FDP Participated 17-Mar-2025 21-Mar-2025
7 Harnessing Intelligence: Deep dive in to Machine Learning FDP Participated 10-Mar-2025 14-Mar-2025
8 REVOLUTIONARY AI: Blending Generative Power With Learning Machines This Faculty Development Program (FDP) explores the cutting-edge convergence of generative AI and advanced machine learning techniques, equipping educators and researchers with tools to integrate these technologies into academic and professional settings. The program emphasizes the "VRevolutionary" impact of AI—its ability to transform virtual and real-world problem-solving through creative and adaptive capabilities. FDP Participated 16-Dec-2024 20-Dec-2024
9 Generative AI and its Multidomain Use cases The Faculty Development Program (FDP) on "Generative AI and its Multidomain Use Cases" gives knowledge to equip educators and researchers with a comprehensive understanding of generative artificial intelligence technologies, their applications across various domains, and the implications of their use in academia and industry. This program is designed to provide participants with the knowledge and skills necessary to integrate generative AI into their teaching, research, and administrative practices. FDP Participated 02-Dec-2024 06-Dec-2024
10 Recent Treands in Computations 4.0 The Faculty Development Program (FDP) on "Recent Trends in Computations 4.0" focuses on educating participants about the latest advancements and emerging technologies in computational fields, aligned with the principles of Industry 4.0. Industry 4.0 represents the fourth industrial revolution, characterized by the integration of digital technologies, smart automation, and data-driven processes in industries. This FDP is designed to help educators, researchers, and industry professionals stay updated with cutting-edge computational techniques and tools that are transforming various sectors. FDP Participated 08-Jul-2024 13-Jul-2024
11 Machine Learning Bootcamp A "Machine Learning Bootcamp" Faculty Development Program (FDP) is an intensive training program designed to equip educators, researchers, and professionals with a strong foundation in machine learning. The goal is to help participants acquire the skills needed to teach and apply machine learning techniques effectively in their fields. Here are some key elements that typically make up such a program: FDP Participated 01-Jul-2024 05-Jul-2024
12 Artificial Intelligence and Generative Models The FDP covers foundational concepts of artificial intelligence, including machine learning, deep learning, and neural networks. Participants will delve into advanced topics such as generative adversarial networks (GANs), variational autoencoders (VAEs), and reinforcement learning. FDP Participated 15-Jan-2024 21-Jan-2024
13 Empowering Industry 4.0: Safeguarding the Revolution with Cybersecurity and Blockchain This related to Cyber security and blockchain technology. It is an ATAL fdp. FDP Participated 04-Dec-2023 10-Dec-2023
14 ‘Advances in Multidisciplinary Engineering This FDP provides a condensed yet comprehensive learning experience essential for navigating today's multidisciplinary engineering landscape. FDP Participated 30-Oct-2023 05-Nov-2023
15 Recent Treands in Computations 3.0 The "Recent Trends in Computations 3.0" Faculty Development Program covers cutting-edge advancements in computational methods and technologies. It includes topics such as machine learning, AI, quantum computing, and high-performance computing. Participants explore applications, ethics, and hands-on workshops while discussing research opportunities and future career paths in the field. FDP Participated 09-Oct-2023 15-Oct-2023
16 "IoT based Predictive Analytics using Artificial Intelligence This AICTE ATAL Sponsored Faculty Development Program (FDP) aims to give the participants a good insight into Predictive Analytics and its potentially enormous real-world applications and to explore research areas of Predictive Analytics, Healthcare, Business, Marketing etc. FDP Participated 13-Feb-2023 25-Feb-2023
17 Data Science : Tools and Research The FDP gives details about data science tools.Supervised ML,Unsupervised ML,Data Visualization using TableauMatplotlib-Visualization in Python FDP Participated 01-Nov-2022 05-Nov-2022
18 Amazon Web Services Received knowledge about AWS Introduction ,ELB and ASG,EC2 and EBS options, launching Linux FDP Participated 22-Aug-2022 27-Aug-2022
19 Machine Learning and Deep Learning using Python Received knowledge about Transfer Learning,Random forest,Adaboost,XGBoost,ANN,CNN using Python FDP Participated 02-Aug-2022 06-Aug-2022
20 Recent Trends in Computations In this FDP sessions are conducted on recent technology in good manner like Cloud computing, Block chain technology, Human computer interaction, Machine Learning, Algorithmic Number Theory FDP Participated 18-Jul-2022 23-Jul-2022
21 Google Prompting Essentials Google Prompting Essentials is a beginner-friendly course designed to help learners develop practical skills for working effectively with generative AI through prompt engineering. The course introduces techniques for writing clear, structured, and purposeful prompts to generate useful outputs across different tasks and professional contexts. Learners explore how to communicate effectively with AI tools, refine prompts iteratively, evaluate AI-generated responses, and apply advanced prompting methods to improve quality and relevance. The course also covers responsible AI usage and practical applications for workplace productivity. MOOC Participated - -
22 Learn to work with APIs A four-course series by Scrimba on Coursera coursera. Focuses on building, consuming, and integrating APIs into web applications. Best suited for learners with some prior experience—especially in JavaScript and basic web development . MOOC Participated - -
23 AI Foundations for Everyone In this specialization learners have developed foundational skills in AI. Learners who have successfully completed this specialization should be able to describe what is AI, its applications and use cases. They should be acquainted with terms like Machine Learning, Deep Learning, etc. The learners should be familiar with the various IBM Watson AI services that enable businesses to apply pre-built AI smarts to their solutions. They should also have knowledge on how to build and deploy web-based intelligent virtual assistants. Learners who have earned this certificate have completed 3 online courses on AI and have demonstrated their competency in Foundations of AI using quizzes and several hands on exercises, including creating and deploying an AI enabled chatbot on a website. MOOC Participated - -

Book:

  1. Deep Learning Revolution Shaping the Future of AI Paperback – 1 ,Epitome Publishing,124

International Conference:

  1. Development of BPNN based Intrusion Detection System using Novel Approach ,International Research Journal of Engineering and Technology (IRJET),121
  2. A Comprehensive Integrated Platform for Academic Collaboration, Skill Development, and Career Readiness ,2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Application (ICAIQSA),125
  3. OCR and NLP-Powered Text-To-Speech System for Mathematical Documents ,2025 IEEE Pune Section International Conference (PuneCon),126
  4. A Novel Mechanism for Development of Intrusion Detection System with BPNN ,2021 IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON),122
  5. Barrier Detection Glasses for Blind ,International Conference on Power Engineering and Intelligent System (PEIS 2023),124
  6. An IOT-Based Smart Bag with Integrated Security System and Rainwear ,2023 IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS),123
  7. Sign Language Translation Across Multiple Languages ,2024 International Conference on Emerging Systems and Intelligent Computing (ESIC),124
  8. Smart Glasses for Blind Using Text-To-Speech ,Mobile Radio Communications and 5G Networks. MRCN 2023.,124
  9. A Hybrid approach for Deepfake Detection using CNN-RNN ,2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0,124
  10. Machine Learning Algorithms for Predictive Maintenance in Hybrid Renewable Energy Microgrid Systems ,E3S Web of Conferences,124
  11. Solar-Based Mulching Paper Hole Maker ,Lecture Notes in Electrical Engineering,124
  12. Planet Refill: Reducing Single-Use Plastic Waste Through Refill Stations ,Lecture Notes in Electrical Engineering ,124
  13. Sign Language Detection Using AI Machine Learning ,Lecture Notes in Electrical Engineering,124
  14. Survey on Zero Trust Architecture ,2024 International Conference on Progressive Innovations in Intelligent Systems and Data Science (ICPIDS),125
  15. Smart Transport Hub ,2024 International Conference on Progressive Innovations in Intelligent Systems and Data Science (ICPIDS),125
  16. Smart Healthcare Using NLP for Advanced Chatbots and Root Cause Analysis ,ICT4SD Conference 10th International Conference on ICT for Sustainable Development,125
  17. Sentiment analysis of tweets ,ICT4SD Conference 10th International Conference on ICT for Sustainable Development,125
  18. IndiArt AI: AI-Based Indian Painting Exploration System ,International Conference on Innovations in Cybersecurity and Data Science (ICICDS-2025),125
  19. DDoS Attack Detection Using Machine Learning ,Congress on Intelligent Systems,125
  20. Smart Healthcare Using NLP using Advanced Chatbots and Root Cause Analysis ,International Conference on ICT for Sustainable Development,125
  21. :- Facial Recognition and GPS-Enabled Automated Attendance System ,2025 International Conference on Computing Technologies (ICOCT),125
  22. High accuracy Diabetes Prediction Using Logistic Regression ,2024 Intelligent Systems and Machine Learning Conference (ISML),125
  23. Malware Detection System-A Machine Learning approach for Real-Time Threat Analysis and Sandbox Isolation ,2025 2nd Asia Pacific Conference on Innovation in Technology (APCIT),126
  24. Real-Time Detection and Classification of Underwater Garbage using YOLOv8n for Environmental Preservation ,Grenze International Journal of Engineering and Technology,,125
  25. Real Time People Monitoring Using MobilNet-SSD_1 ,International Conference on Inventive Communication and Computational Technologies,126
  26. AI and IoT in designing smart Oncology Patient monitoring systems ,AIP Conference Proceedings,126
  27. Stock Price Prediction Website Using LinearRegression - A Machine Learning Algorithm ,2023 First International Conference on Data Science and Advanced Computing(ICDSAC 2023),123
  28. A Novel Approach for clone app detection using VADER’s Algorithm ,2023 First International Conference on Data Science and Advanced Computing(ICDSAC 2023),123
  29. Financial and investment Advise Bot ,Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025),125

International Journal:

  1. CharitAble ,High Technology Letters,122
  2. Facial Recognition Attendance System using Deep Learning ,High Technology Letters,122
  3. Wireless Charging: Its types, Standards and Applications ,International Journal on Recent and Innovation Trends in Computing and Communication,123
  4. A New Way for Face Sketch Construction and Detection Using Deep CNN ,International Journal on Recent and Innovation Trends in Computing and Communication,123
  5. Revolutionizing Fashion: Fashion Era’s Deep Convolutional Neural Network for Outfit Recommendations ,International Journal of Intelligent Systems and Applications in Engineering,124
  6. DRESCNN: Deep RESNET Convolutional Neural Network Based Classification of X-Ray Images for Detection of COVID-19 ,Journal of Electrical Systems Home Current Archives,124
  7. Real-Time Gas Monitoring and Anomaly Detection in Petroleum Industry Using IoT and Machine Learning ,International Journal of Computing and Digital Systems,124
  8. A Smart Contract-Based Decentralised Crowdfunding Platform for Increased Security and Transparency ,2024 1st International Conference on Cognitive, Green and Ubiquitous Computing (IC-CGU),124
  9. Kisan Dhan-Crop Price Prediction Using Random Forest ,Communications on Applied Nonlinear Analysis,124
  10. Enhanced Context-Based Stock Recommendation Integrating News Classification and Technical Indicators ,International Journal of Engineering Trends and Technology,124
  11. The Real-Time Gas Monitoring and Anomaly Detection in Petroleum Industry Using IoT and Machine Learning ,International Journal of Computing and Digital Systems,124

National Journal:

  1. Career Guidance Chatbot ,Industrial engineering journal,125
  2. A Survey on Cache Consistency Models in Modern Microprocessors ,Industrial engineering journal,125


  1. Serving As a Reviewer
  2. Reviwer

Research Grant / Funded Projects :

  1. Health Q&A
  2. Yield Prediction Models
  3. Investment Management
  4. PMCComplaintAnlysis andManagement-1
  5. PASSION Debate Arena
  6. Geo Intelligence Model and Complaint Forecast for PMC
  7. Data Driven Analysis and Classification of Citizen Complaints for PMC
  8. “iDetect-Autism Spectrum Disorder: An IoT-Machine Learning Based Diagnostic Tool
  9. GDPR-Aware Content Scanning and Redaction System
  10. Cropcare:-GenAI Powered Crop Disease Prediction and Suggestion using CNN
  11. Civilization Memory Tree Engine
  12. Agrosarthi-AI driven Autonomous Agri bot for Soil disease and remote farm management

Patents :

  1. Design of an ROV to find Dead Bodies Underwater
  2. Device to Obtain Feedback from a Taxi Passenger.
  3. IOT-BASED DATA MANAGER DEVICE
  4. SMART WHEEL CHAIR WITH MOTION CONTROLS
  5. A REMOTE CONTROLLED VEHICLE SYSTEMWITH OBJECT DETECTION
  6. IOT-BASED BAG WITH INTEGRATED SECURITY SYSTEM AND RAINWEAR
  7. A WEARABLE ASSISTIVE DEVICE FOR VISUALLY IMPAIRED INDIVIDUALS
  8. A SOLAR BASED MULCHING PAPER HOLE MAKER
  9. MARINE BUDDY
  10. VIRTUAL ASSISTANT IN REGIONAL LANGUAGES.
  11. A REMOTE CONTROLLED VEHICLE SYSTEM WITH OBJECT DETECTION
  12. UNAUTHORIZED DRIVING PREVENTION SYSTEM
  13. AUTOMATIC CHESS PIECE MOVE DETECTION AND VALIDATION USING ARDUINO NANO AND REED SWITCH
  14. MONITORING AND LOGGING INSULATION BETWEEN TWO CIRCUITS USING A MICROCONTROLLER.
  15. A COMPREHENSIVE IOT POWERED SMOKE BASED FIRE DETECTION AND ALERT SYSTEM
  16. SMART BEEHIVE MONITORING SYSTEM
  17. A SYSTEM FOR REDUCTION OF SINGLE USE PLASTIC WASTE THROUGH REFILL STATIONS
  18. A PREDICTIVE ANALYTICAL SYSTEM FOR STOCK PRICE PREDICTION
  19. A TEXT-TO-SPEECH CONVERSION SYSTEM FOR VISUALLY IMPAIRED INDIVIDUALS
  20. An IOT enabled soil nutrient profiling system
  21. A MICROCONTROLLER TECHNOLOGY BASED AUTOMATIC TICKET DETAILS STORING SYSTEM FOR ACCURATE IDENTIFICATION AND TRACKING
  22. AI based Smart Crop Monitoring and Disease Diagnosis system
  23. SmartGuard-Eye: Lightweight AI-Based System for Predicting Electrical Short-Circuits and Fire Risks
  24. IOTBased Crop Recommendation System with Ai Driven Decision Support

Consultancy :

  1. 1.A Remote controlled vehicle with object detection.2An IOT based bag with integrated security system and rainwear.3. A solar based mulching paper hole maker.



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