Bansilal Ramnath Agarwal Charitable Trust's

Vishwakarma Institute of Technology,Pune

Faculty Profile
Home | MRS. MADHURA EKNATH SANAP

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MRS. MADHURA EKNATH SANAP

Designation:

Assistant Professor

Department:

Computer Engineering (Software Engineering)

Email :

madhura.sanap@vit.edu

Phone :

9766001130

 



Personal

Educational Qualification :

University Degree Year
Savitribai Phule Pune University ME 2012
North Maharashtra University BE 2005
North Maharashtra University BE 2005
JSPM university Phd 2026


Date of Joining : 10/12/2024


Total Experience : 16 year:4 month


Area of Specialization :

  • machine learning

    • Experience :

    Sr. No Organisation Designation From Date To Date Years of Experience
    1 sinhgad acedemy of engineering,pune assistant professor 14-Jul-2008 05-Dec-2024 16

    Professional Contribution :

    1. Class teacher-CSAI-A

    2. Teacher Guardian

    3. FACULTY CORDINATOR FOR EVENT VISHVOSTAV 25V

    4. SY A Class Teacher

    5. FDP SY and TY Coordinator

    6. Syllabus Curriculum review and Development

    7. Department MOM

    8. BOS

    9. IAB

    10. Parent Meeting

    11. FDP coordinator

    12. FDP Coordinator

    13. FDP Organised

    14. Guest lecture Coordinator

    15. VISHWAKARANDAK Duty

    16. Curriculum reviwe and Development comittee


    Invited Talks :

    Sr. No Name Description Type Role From Date To Date
    1 Course era Neural Networks and Deep Learning Neural Networks and Deep Learning is a course that introduces the fundamentals of artificial neural networks and deep learning techniques. It covers concepts such as forward propagation, backpropagation, and building deep learning models for real-world AI applications. FDP Participated 03-Feb-2026 24-Mar-2026
    2 Modern Agile Principles for Transforming Educational Practices Modern Agile Principles for Transforming Educational Practices”organized in association with IEEE Pune Section,from 8th to 12th December 2025, in online mode. FDP Coordinator 08-Dec-2025 12-Dec-2025
    3 One Week Online Faculty Development Program on “Emerging Trends in Computing One Week Online Faculty Development Program on “Emerging Trends in Computing FDP Participated 08-Sep-2025 13-Sep-2025
    4 GENERATIVE AI fdp 4th August 2025 to 8th August 2025, organized by Brainovision Solutions India Pvt. Ltd., in collaboration with AICTE (All India Council for Technical Education) and hosted by G H Raisoni College of Engineering and Management. FDP Participated 04-Aug-2025 08-Aug-2025
    5 Artificial Intelligence futureSkills PRIME Project.C-DAC Pune in association with BRACT's, Vishwakarma Institute of Information Technology, Pune Industry Training Attended Industry lecture 28-Jul-2025 01-Aug-2025
    6 CDAC Artificial Intelligence Bootcamp Centre for Development of Advanced Computing (CDAC) ,India association with Department of Computer Engineering (Software Engineering) and Software Engineering Student Association (SESA) VIT, Pune Industry Training Coordinator 28-Jul-2025 01-Aug-2025
    7 Unlock The Power of AI in Education and Research Two Week Online Faculty Development Program on “Unlock The Power of AI in Education and Research”, organized by the First Year School of Engineering & Technology, Pimpri Chinchwad University, Sate, Maval, Pune, held from 14th July 2025 to 25th July 2025. FDP Participated 14-Jul-2025 25-Jul-2025
    8 National Supercomputing Mission Sponsored Faculty Development Program on “High Performance Computing & AI” Organised by, Department of Computer Engineering, Vishwakarma Institute of Technology,Pune & Walchand College of Engineering, Sangli. Under the aegis of National Supercomputing Mission, Government of India In association with CDAC,Pune. Dates: 23rd June 2025 to 28th June 2025 National Supercomputing Mission Sponsored Faculty Development Program on “High Performance Computing & AI” FDP Participated 23-Jun-2025 28-Jun-2025
    9 Fundamentals of Accelerated Computing with CUDA Python demonstrating competence in the completion of Fundamentals of Accelerated Computing with CUDA Python Industry Training Attended Industry lecture 22-Jun-2025 28-Jun-2025
    10 Artificial Intelligence and Its Applications fdp for Artificial Intelligence and Its Applications FDP Participated 10-Jun-2025 14-Jun-2025
    11 “Empowering Research Innovations through Mathematical Modelling” FDPon“Empowering Research Innovations through Mathematical Modelling” FDP Participated 09-Jun-2025 10-Jun-2025
    12 2 week hands on workshop on prompt engineering workshop on prompt engineering Workshop Participated 21-Apr-2025 01-May-2025
    13 Health care and MedTech for Swastha Bharat using AI at VISHWAKARMA INSTITUTE OF TECHNOLOGY AICTE Training And Learning (ATAL) Academy Faculty Development Program FDP Participated 03-Feb-2025 08-Feb-2025
    14 "Academia-Idustry Synergy:Leveraging Expertise for Mutual Growth” Week Online Faculty Development Program FDP Participated 20-Jan-2025 24-Jan-2025
    15 Faculty Induction Programme” Faculty Induction Programme” from 3rd September to 7th October 2024 organized by the MMTTC (UGC), NIT Warang FDP Participated 30-Jul-2024 07-Oct-2024
    16 Tools for Security Specialists Specialization Certificate! Cousera Complete Track MOOC Participated - 19-May-2026
    17 cyber security MOOC Participated - -
    18 workshop on prompt engineering workshop on prompt engineering Other Participated - -

    Book:

    1. bk1-AI-powered multi-layered phishing defense framework (AIPDF ,Demystifying AI and ML for Cyber-Threat Intelligence (Information Systems Engineering and Management, Vol. 43, pp. 215–224). Springer, Cham.,125
    2. bk1 Digital Twin and AI Integration for Predictive Modeling and Lifecycle Management of Engineering Assets ,https://www.rademics.com/chapter?id=72&cid=4,125

    Book Chapter:

    1. PHISHING ATTACKS DETECTION USING MACHINE LEARNING APPROACH ,null,125

    International Conference:

    1. An Improved Multimodal Combination Deep Learning Neural System for Classifying Lung Malignancy ,2025 International Conference on Networks & Advances in Computational Technologies (NetACT),125
    2. CertiChain: A Blockchain-Based System for Secure Certificate ,IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS),125
    3. Smart Career Development System using AI ,Vishwakarma Journal of Engineering Research-VCP,126

    International Journal:

    1. AI-Powered Multi-Layered Phishing Defense Framework (AIPDF) ,internal conference on next gen and ai ICNGAI-2025,125
    2. CrowdPalz: A Hybrid AI Platform for Real-Time Venue Analytics and Personalized user Engagement ,Seventh International Conference on Research in Computational Intelligence and Communication Networks,Grenze International Journal of Engineering and Technology, January Issue,126
    3. Transfer learning-based texture-enhanced convolutional neural networks over plant disease identification ,Bulletin of Electrical Engineering and Informatics (BEEI),126
    4. DETECTION OF FACE MORPHING ATTACKS ,@International Research Journal of Modernization in Engineering, Technology and Science,124


    1. BEST PAPER AWRD FOR PAPER

    Research Grant / Funded Projects :

    1. Integrated AI Framework for Timely Pest & Disease Surveillance and Automated Crop-Damage Assessment Using Multisource Data Technologies in Horticultural Crops
    2. SmartSoil- Integrated Soil–Crop Intelligence System for Early Stress Detection and Precision Input Management
    3. Blockchain-Enhanced Adaptive Cybersecurity Framework with AI-Driven Real-Time Monitoring
    4. NLP-based Feedback Analysis System.
    5. Healthcare Secure – An Intelligent Insurance Recommendation and Buying System using AI-Powered Health Risk Prediction and Financial Suitability Analysis.”
    6. AI AUTOMATION OF CONTROL PANEL DESIGN WITH BOM AND GA DRAWINGS GENERATION wilo

    Copyrights :

    1. CATEGORIZATION AND FORECASTING OF TYPE OF CRIME AND PERSON-IDENTIFICATION USING MACHINE LEARNING

    Patents :

    1. AI based health monitoring wearble device
    2. SECURING HEALTH CARE DATA USING BLOCKCHAIN
    3. AI-Driven Innovations in Financial Technology: Fraud Prevention and Anti-Money Laundering Applications
    4. GRAPH-THEORETICAL APPROACHES INTEGRATED WITH MACHINE LEARNING FOR ENHANCING DATA PRIVACY IN CLOUD SYSTEMS
    5. AI-Based Nerve Activation Device for Healthcare Treatment
    6. ML–ENABLED FRAMEWORK FOR DETECTING SOCIAL MEDIA CYBERCRIME AND ANALYZING ITS IMPACT ON STUDENT ACADEMIC PERFORMANCE IN HIGHER EDUCATION
    7. AN INTELLIGENT DEEP LEARNING FRAMEWORK FOR DETECTING AND INVESTIGATING CYBERCRIME ATTACKS VIA SWISHXCEPTION MODEL
    8. A BLOCKCHAIN BASED DECENTRALIZED CERTIFICATE ISSUANCE AND VERIFICATION SYSTEM
    9. adaptive High-Performance Computing Framework for Scalable Molecular Simulations
    10. cryogenic to hpc interfacing systems for direct qpu–cpu/gpu communication
    11. Energy-efficient scheduling of quantum and HPC workload acros heterogeneous systems
    12. Fault-Tolerant HPC Architectures Tailored for Hybrid Quantm load
    13. Low-Latency Interconnects Between High-Performance Computing Nodes Quantum Devices
    14. Quantum-HPC Hybrid Approaches for Drug Discovery Molecular Dynamics Simulations
    15. Cloud-Based High-Performance Computing (HPC) Platforms for Testing Quantum Algorithms Prior Hardware Deployment
    16. Hybrid HPC-AI Pipeline for Drug Repurposing – Combining HPC-based Docking with Deep Learning Models Accelerated Screening of FDA-Approved Drugs
    17. Hybrid GPU-HPC Systems for Tensor-Network Simulations Quantum Systems
    18. A SYSTEM FOR BILLING, PREDICTIVE TAXATION AND INVENTORY MANAGEMENT WITH BLOCKCHAIN



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