Bansilal Ramnath Agarwal Charitable Trust's

Vishwakarma Institute of Technology,Pune

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Home | PROF. KALYANI SAINATH GHUGE

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PROF. 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 ME 2020
Savitribai Phule Pune University ME 2015
Dr. Babasaheb Ambedkar Marathwada University BE 2011


Date of Joining : 04/06/2024


Total Experience : 9 year:11 month


Area of Specialization :

  • Medical Imaging Deep Learning Machine Learning

    • 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 - 0

    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


    International Journal:

    1. Mathematical Evaluation of Deep Learning Architecture with Feature Fusion for Cervical Cancer Detection Classification ,Panamerican Mathematical Journal,124
    2. Fortifying Codebases: Secure Code Generation and Vulnerability Assessment with LLMs ,Journal of Information Systems Engineering and Management,125
    3. "Speech-to-Braille: Real-Time Conversion for Enhanced Accessibility ,null,125

    International Conference:

    1. Attribute Driven News Classification and Analysis System ,2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS),125
    2. 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


    Research Grant / Funded Projects :

    1. MatMagic: Smart AI-Yoga Partner for Perfect Poses & Real-Time Posture Correction
    2. AI Based Placement Preparation Tool Written/MCQl
    3. Damage Identification and Analysis of Micro-satellite Images
    4. Food Security DB
    5. Global Peace Scoring System
    6. Government ID Fraud Detection System
    7. Recommendation of Music AVI for Relaxation
    8. Video To Document Conversion AI Project
    9. "Development of Factory Digital Twins for MSMEs in Manufacturing Sector
    10. Virtual Assistant for CollaborationAssists teams by automating meeting scheduling, task assignments, and real-time collaboration support.
    11. AI-Powered Scalability Estimator
    12. Legacy Migration (Agentic graph based implementation):Migrate the current static graph based implemenation to a Langgraph agentic workflow
    13. Marketing content generation:

    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



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