Bansilal Ramnath Agarwal Charitable Trust's

Vishwakarma Institute of Technology,Pune

Faculty Profile
Home | MRS. KALYANI SAINATH GHUGE

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MRS. KALYANI SAINATH GHUGE

Designation:

Assistant Professor

Department:

Computer Science and Engineering (Artificial Intelligence & Machine Learning)

Email :

kalyani.ghuge@vit.edu

Phone :

9764440689

 



Personal

Educational Qualification :

University Degree Year
VIT Bhopal University Phd 2026
VIT Bhopal University Phd 2024
VIT Bhopal University ME 2020
Savitribai Phule Pune University (SPPU) ME 2015
Savitribai Phule Pune University ME 2015
Dr. Babasaheb Ambedkar Marathwada University BE 2011


Date of Joining : 04/06/2024


Total Experience : 11 year:0 month


Area of Specialization :

  • Medical Imaging Deep Learning Machine Learning


    • Professional Members :

  • International Association Engineer(IAENG)
  • BOS membership

    • Experience :

    Sr. No Organisation Designation From Date To Date Years of Experience
    1 Bires Infotech Pvt ltd Jr.Software Developer 01-Jun-2012 31-Jan-2013 0
    2 G.H.Raisoni College of Engineering Lecturer 01-Jun-2013 31-May-2014 1
    3 SCOE Pune Assistant Professor 19-Dec-2016 05-Oct-2021 4
    4 A.Technology Pvt Ltd Sr.Data Scientist 25-Oct-2021 07-Jul-2023 1
    5 Marthwada Mitra Mandal College of Engineering Assistant Professor 08-Jul-2023 30-Jun-2024 0
    6 VIT Pune Assistant Professor 05-Jun-2024 - 2

    Research of Interest :

    1. Machine Learning Genrative AI


    Technical Skills :

    1. Machine Learning Deep Learning Genrative AI


    Professional Contribution :

    1. TY AIML A

    2. ERP Co-ordinator

    3. Assistant Head Admin

    4. Research Coordinator

    5. Assistant Head Academics

    6. Industry Lesioning Officer

    7. Time Table Co-ordinator

    8. Exam Coordinator

    9. Feedback coordinator

    10. ISO Coordinator

    11. TPO co-ordinator

    12. Vlab Coordinator

    13. EDI coordinator

    14. Alumini Coordinator

    15. Admission Duty

    16. F.Y. CAP Admission

    17. Assistant Head Academics

    18. Club Head

    19. Institute

    20. Discipline Committee

    21. Coursera Institute coordinator

    22. Disciplinary Committe


    Invited Talks :

    Sr. No Name Description Type Role From Date To Date
    1 Cyber Security and digital ethics for global safety FDP Participated 23-Feb-2026 27-Feb-2026
    2 Deep Learning Coursera Specilization Certificate MOOC Participated 14-Jan-2026 25-May-2026
    3 Agentic AI Building Autonomous Intelligent System FDP Participated 22-Dec-2025 27-Dec-2025
    4 REVOLUTIONARY AI : BLENDING GENERATIVE POWER WITH LEARNING MACHINES Revolutionary AI Faculty Development Program (FDP) is to equip educators with foundational and advanced knowledge in artificial intelligence and robotics. This program aims to enhance teaching methodologies by focusing on recent advancements, practical applications, and interdisciplinary approaches, enabling faculty to foster innovative learning and research among students in these emerging fields. FDP Coordinator 16-Dec-2025 20-Dec-2025
    5 Agentic AI Vodafone Industry Training FDP Participated 01-Dec-2025 05-Dec-2025
    6 Six Days FDP on Exploratory Data Analytics (EDA) Tools and Techniques at VELAMMAL COLLEGE OF ENGINEERING & TECHNOLOGY FDP Participated 24-Nov-2025 29-Nov-2025
    7 Agentic AI for Smarter Adaptive and Responsible future FDP Participated 06-Oct-2025 10-Oct-2025
    8 Advances in Augumented & Virtual Reality and Blockchain Technologies FDP Participated 29-Sep-2025 04-Oct-2025
    9 IBM Data Scientist Career Guide and Interview Preparation FDP Participated 23-May-2025 26-May-2025
    10 Generative AI: Elevate Your Data Science Career FDP Participated 22-May-2025 26-May-2025
    11 NEP orientation and sensitization program under Malviya Mission Teacher training Program FDP Participated 21-Apr-2025 30-Apr-2025
    12 Faculty Development Program (FDP) on “AI and Generative Models” FDP Participated 21-Apr-2025 21-Apr-2025
    13 EMPOWERING INNOVATION: MASTERING MACHINE LEARNING, DEEP LEARNING, AND GENERATIVE AI Research and advancements in AI is revolutionizing sectors like medical, scientific, and industrial fields. These systems must be resilient, adaptable, and capable of autonomously processing data, recognizing patterns, and making decisions. The FDP aims to inspire faculty and research scholars to enhance their work in these areas, offering case studies, practical guidelines, and knowledgesharing sessions. Participants will gain a deep understanding of core AI and robotics concepts, equipping them with the skills necessary for impactful research and development in these rapidly evolving fields. FDP organizing member 21-Apr-2025 25-Apr-2025
    14 International Conference on "Smart Computing and Artificial Intelligence (ICSCAI 2025)" Other Coordinator 01-Apr-2025 31-May-2025
    15 Hands-on Training on Graph RAG and Langraph by e-Zest Accion Labs To understand the concept of Graph-based Retrieval-Augmented Generation (Graph RAG). To gain hands-on experience with Langraph for visual LLM workflow design. To learn how to integrate knowledge graphs and LLMs for improved information retrieval. To explore use-cases where graph-based LLM workflows are more effective than traditional pipelines. Industry Training Participated 20-Mar-2025 20-Mar-2025
    16 "Empowering Research with Machine Learning: Trends, Tools, and Techniques FDP Participated 17-Mar-2025 21-Mar-2025
    17 ATAL Health care and MedTech for Swastha Bharat using AI ATAL FDP FDP Participated 03-Feb-2025 08-Feb-2025
    18 Advanced Cybersecurity Strategies & Career Insights The session featured Rushikesh Nandedkar, Principal Threat Intelligence Analyst at GoDaddy, former Senior Researcher at Google, and a cybersecurity expert with over 10 years of experience at Mandiant, FireEye, and iSIGHT Partners. Workshop Coordinator 28-Jan-2025 28-Jan-2025
    19 Academia-Idustry Synergy:Leveraging Expertise for Mutual Growth” FDP Participated 20-Jan-2025 24-Jan-2025
    20 Facvlty Development Programne on dvances in Artificial Intelligence and Machine Learning Facvlty Development Programne on dvances in Artificial Intelligence and Machine Learning Sponsored by Pradhan Mantrí Uchchatar Shiksha Abhiyan under PM-USHA Scheme of Grants to Strengthen Universities Component 2 scheduled on 16-21 December, 2024 hosted by Department of Computer Science, Shivaji University, Kolhapur FDP Given Industry lecture 16-Dec-2024 21-Dec-2024
    21 ML OLaps Essentials : From Models to Deployment FDP Participated 16-Dec-2024 27-Dec-2024
    22 REVOLUTIONARY AI: Blending Generative Power With Learning Machines FDP Participated 16-Dec-2024 20-Dec-2024
    23 IBM Data Science Professional Certificate STTP Participated 12-Dec-2024 12-Mar-2025
    24 National Institute of Technical Teachers Training and Research, Bhopal FDP Participated 09-Dec-2024 13-Dec-2024
    25 Generative AI and its Multidomain Use Cases FDP Participated 02-Dec-2024 06-Dec-2024
    26 Artificial Intelligence and it’s future AI and the Future" led by Mr. Rajesh Roy, the Chief Technology Officer at Assert AI, NVIDIA AI Ambassador, and LinkedIn Top Voice. This engaging event provided attendees with a deep dive into the world of artificial intelligence, particularly focusing on the latest advancements in computer vision and business automation Workshop Coordinator 13-Oct-2024 13-Oct-2024
    27 Latest Trends and Techniques in Digital Twins FDP Participated 07-Oct-2024 12-Oct-2024
    28 Exploring LLM’s and Prompt Engineering The event, Exploring LLMs and Prompt Engineering, was an insightful online session focused on demystifying the world of Large Language Models (LLMs) and their practical applications. With the rapid advancement of AI technologies, this session aimed to equip participants with the knowledge and skills required to effectively interact with AI systems using prompt engineering Workshop Coordinator 03-Oct-2024 03-Oct-2024
    29 ISTE Approved STTP program on Design Thinking and Innovation STTP Participated 23-Sep-2024 28-Sep-2024
    30 Guidance on SIH 2024 Hackathon participation The key event outcomes of the webinar "Guidance on SIH 2024 Hackathon Participation" delivered by Akshay Chame and Pranav Sangave are as follows: 1. Clear Understanding of SIH 2024: Participants gained a thorough understanding of the Smart India Hackathon 2024, its objectives, and the structure, enabling them to approach the competition with confidence. Workshop Coordinator 24-Aug-2024 24-Aug-2024
    31 Guest lecture on the topic “GPU Odyssey: Journey to the core” Mr. Atharv Natu, CS Alumnus took participants on an insightful exploration of Graphics Processing Units (GPUs) – the heart of modern computing power. The lecture began with a historical overview, tracing the evolution of GPUs from their initial focus on graphics rendering to becoming essential components in fields like artificial intelligence, machine learning, scientific computing, and data processing Workshop Coordinator 08-Aug-2024 08-Aug-2024
    32 Cyber Security-Cybershala Topics covered: Session to create awareness on Cyber Security is conducted for Vishwakarma Group of institute Faculty by Barclays on 12/07/2024. Following points covered during session: Industry Training Participated 12-Jul-2024 12-Jul-2024
    33 Resource person for the Faculty Development Program on "Recent Trends Computing 4.0" scheduled during" FDP Given Industry lecture 08-Jul-2024 13-Jul-2024
    34 Recent Tends in computing 4.0 FDP Participated 08-Jun-2024 13-Jun-2024
    35 Machine Learning Bootcamp FDP Participated 01-Jun-2024 05-Jun-2024

    Book Chapter:

    1. The Future Generation of Smart Agriculture Bridging Plants and Computer Science ,null,125

    International Conference:

    1. Machine Learning - Based Rice SeedQualityAssessment ,null,125
    2. Attribute Driven News Classification and Analysis System ,2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS),125
    3. Music AVI : Mood-Based Personalized Music with AI-Driven Music Generatio ,International Conference on Recent Advancements in Artificial Intelligence and Soft Computing - ICAISC-2025,,125
    4. Automate Retinal Scanning to Predict chances of Cardiovascular Disease ,null,125
    5. Evaluation of Deep Learning and Machine Learning Algorithms for Facial Emotion Recognition ,International Conference on Biomedical Engineering and Sustainable Healthcare,125
    6. AR Based College Campus Tour ,Lecture Notes in Network and System,125
    7. AUTOMATED CONTRACT COMPLIANCE WITH LLMS AND RAG ,null,125
    8. Fearless women Safety Software ,null,125
    9. YOLOv8 Based Pothole Detection and Repair Cost Estimation ,null,125
    10. Evaluations of Deep Learning and Machine Learning Algorithms for Facial Emotion Recognition ,2025 International Conference on Biomedical Engineering and Sustainable Healthcare, ICBMESH 2025 Proceedings, 2025,125
    11. FEARLESS: Women Safety Software ,2025 International Conference on Computing Technologies (ICOCT),126
    12. Music AVI: Mood-Based Music Recommendation with AI-Driven Music Generation ,Grenze International Journal of Engineering and Technology, June Issue,125
    13. Autonomous Firefighting Drone Using ROS, YOLOv8, and ArduPilot with Intelligent Fire-Extinguishing Ball Deployment in Simulated Environments ,2025 2nd Asian Conference on Intelligent Technologies (ACOIT),126
    14. Digital Twins for MSME Sectors ,2025 IEEE Pune Section International Conference (PuneCon),126

    International Journal:

    1. SeeknPlay: A Platform for Sports Players ,null,124
    2. AI-Powered Tool for Code Quality Analysis and Refactoring ,null,124
    3. Food Security: A Web-Based Toxicity Analysis Using Barcode Scanning and Named Entity Recognition ,null,125
    4. Mathematical Evaluation of Deep Learning Architecture with Feature Fusion for Cervical Cancer Detection Classification ,Panamerican Mathematical Journal,124
    5. Fortifying Codebases: Secure Code Generation and Vulnerability Assessment with LLMs ,Journal of Information Systems Engineering and Management,125
    6. "Speech-to-Braille: Real-Time Conversion for Enhanced Accessibility ,null,125
    7. " Re-ranking of Webpages in the Search Engine using hybrid Shuffle Attention deep high-order attention Forward Fractional Net" ,Journal of Information Systems Engineering and Management,125


    Research Grant / Funded Projects :

    1. AI Based Placement Preparation Tool Written/MCQl
    2. Damage Identification and Analysis of Micro-satellite Images
    3. Food Security DB
    4. Global Peace Scoring System
    5. Government ID Fraud Detection System
    6. Recommendation of Music AVI for Relaxation
    7. Video To Document Conversion AI Project
    8. "Development of Factory Digital Twins for MSMEs in Manufacturing Sector
    9. Virtual Assistant for CollaborationAssists teams by automating meeting scheduling, task assignments, and real-time collaboration support.
    10. AI-Powered Scalability Estimator
    11. Legacy Migration (Agentic graph based implementation):Migrate the current static graph based implemenation to a Langgraph agentic workflow
    12. AI based Alumini Database preparation
    13. MatMagic: Smart AI-Yoga Partner for Perfect Poses & Real-Time Posture Correction
    14. Real-Time Sign to Speech System with Multilingual Voice Support
    15. GrainIQ: AI-Powered Rice Quality Analyzer
    16. E-zest Marketing Content Generation
    17. Yoga Partner for Perfect Poses correction
    18. AI enabled Smart Agriculture Monitoring and Decision Support System
    19. A Smart Wearable Device to Early Detect and Track Parkinson Disease with Multi-Modal Sensors and AI-based Behavioral Analytics.
    20. MatMagic Smart AI-Yoga Partner for Perfect Poses & Real-Time Posture Correction
    21. Climate Ressilance
    22. Development of Threat Alert and Advanced Response System using SOAR
    23. Enterprise SIEM (SecurityInformationandEventManagement)
    24. Development of an Advanced Threat Research System using SIEM
    25. Research Paper Quality Analysis
    26. AI-Powered SOAR(Security Orchestration, Automation&Response) Platform
    27. Real-Time Fake News Detectors
    28. Product Component Traceability Management
    29. Job Readyness scoring system
    30. Emotion Analytics for Special Kids’ Videos
    31. Failure-to-Role Mapping Platform
    32. Hyperlocal news Summerizer
    33. Development of an MCP-Based Server for AI-Driven Music Playlist Management
    34. MCP Automated Insurance Submission & Processing
    35. AI-Powered Interview System
    36. “Real-Time Multilingual AI Voice Calling Platform for Automated Sales Conversations
    37. Real-Time Detection of Surface Defects in Wire & Safety Detection System using Machine Learning
    38. Tools and Technology Research for 3D Service Review
    39. .net to .net Migration
    40. Medical Record Processing and Information Extraction
    41. LLM Observability Framework
    42. SMART NUTRITIONAL ASSESSMENT & PROGRESS MONITORING SYSTEM
    43. CONTRACT AI: LEGAL COUNSEL ANALYSIS PLATFORM
    44. SCOPE 3 EMISSION MONITORING & SUSTAINABILITY REPORTING PLATFORM
    45. Alzheimer’s Disease Prediction Using MRI Brain Imaging

    Patents :

    1. AI-ENHANCED DATA MINING DEVICE FOR FRAUD DETECTION AND RISK ANALYSIS IN FINANCIAL TRANSACTIONS
    2. HANDHELD DEVICE FOR REAL-TIME DETECTION AND MONITORING OF THYROID HEALTH AND DISEASE CONDITIONS USING NON-INVASIVE BIOSENSING AND AI ANALYTICS
    3. AI-BASED DECISION SUPPORT SYSTEM FOR PRE-PREGNANCY DIAGNOSIS AND RISK ASSESSMENT IN WOMEN
    4. NON-INVASIVE BLOOD HEALTH MONITOR FOR REAL-TIME ANALYSIS OF HEMATOLOGICAL AND METABOLIC BIOMARKERS
    5. AI-POWERED HANDHELD DEVICE FOR EFFICIENT REAL-TIME TEXT AND IMAGE DATA EXTRACTION AND PROCESSING
    6. HIGH-SPEED DATA COMPRESSION AND RETRIEVAL DEVICE FOR LARGE-SCALE STORAGE OPTIMIZATION IN ENTERPRISE AND CLOUD ENVIRONMENTS
    7. CYBERSECURITY-ENABLED CLOTHING TAG WITH RFID ENCRYPTION FOR SECURE APPAREL AUTHENTICATION AND ANTI-COUNTERFEIT PROTECTION
    8. CLOUD-CONNECTED SMART DEVICE FOR AUTOMATED DATA MINING AND PREDICTIVE MAINTENANCE IN INDUSTRIAL SYSTEMS
    9. BLOCKCHAIN-INTEGRATED DATA INTEGRITY VERIFICATION DEVICE FOR ENHANCED ENTERPRISE SECURITY AND TAMPER-PROOF RECORD MANAGEMENT
    10. DEEP LEARNING-BASED SMART TUTOR DEVICE FOR PERSONALIZED LEARNING AND SKILL DEVELOPMENT ACROSS DIVERSE EDUCATIONAL DOMAINS

    Consultancy :

    1. Bridiging Spoken and Visual Communication
    2. Bridging spoken and visual communication
    3. Designing a comprehensive medical platform that aims to provide multiple integrated solution
    4. Legacy Migration (Agentic graph based implementation):Migrate the current static graph based implemenation to a Langgraph agentic workflow.



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