# Senior Prof. Sachin N. Deshmukh

> Senior Professor at Dr. Babasaheb Ambedkar Marathwada University (BAMU), Chhatrapati Sambhajinagar.

## Overview & Bio
Senior Professor in Computer Science with over 30 years of teaching and research experience in Data Mining, Machine Learning, Sentiment Analysis, and Natural Language Processing.

- **Official Website:** https://profsnd.in
- **Department:** Department of Computer Science & IT
- **Institution:** Dr. Babasaheb Ambedkar Marathwada University (BAMU), Chhatrapati Sambhajinagar, Maharashtra, India
- **Contact Email:** 
- **Google Scholar:** https://scholar.google.com/citations?user=kg_iJkoAAAAJ&hl=en

## Key Research Areas
- Data Mining & Knowledge Discovery
- Machine Learning & Pattern Recognition
- Natural Language Processing (NLP) & Sentiment Analysis
- Audio, Speech & Image Processing
- Low-Resource Language Processing & Authorship Identification

## Doctoral Supervision & Research Scholars (18 Scholars)
- **PhD Degrees Awarded:** 12 scholars
- **PhD Scholars Currently Working:** 6 scholars

### Notable Awarded PhD Scholars
- [Vaishali Ingle](https://profsnd.in/research-students/vaishali-ingle): "Interactive Visualization and Data Exploration for Unstructured Data" (Awarded: 26/07/2018)
- [Varsha Jadhav](https://profsnd.in/research-students/varsha-jadhav): "Intention Mining In Social Networking." (Awarded: 09/03/2019)
- [Vilas B Kamble](https://profsnd.in/research-students/vilas-b-kamble): "CLASSIFICATION TECHNIQUES FOR HANDLING MISSING VALUES IN THE DATASET" (Awarded: 06/07/2019)
- [Bhakti Ahirwadkar](https://profsnd.in/research-students/bhakti-ahirwadkar): "SENTIMENT ANALYSIS OF USER COMMENTS FOR COLLABORATIVE FILTERING" (Awarded: 01/11/2021)
- [Phramaha Wattana Losanta](https://profsnd.in/research-students/phramaha-wattana-losanta): "DESIGN AND DEVELOPMENT THE FRAMEWORK FOR LOCAL E-GOVERNMENT AND INFORMATION QUALITY IN THAILAND" (Awarded: 01/01/2020)
- [Supriya Kinariwala](https://profsnd.in/research-students/supriya-kinariwala): "OPINION-BASED SEMANTIC USER PROFILE MODELING FOR CONTEXTUAL SUGGESTIONS" (Awarded: 23/01/2023)
- [Dr. Vishal Shirsath](https://profsnd.in/research-students/dr-vishal-shirsath): "SENTENCE LEVEL NEGATION IDENTIFICATION USING SENTIMENT ANALYSIS FOR NEWS ARTICLE AND BLOGS" (Awarded: 21/08/2020)
- [Rajkumar S Jagdale](https://profsnd.in/research-students/rajkumar-s-jagdale): "ANALYSING POPULARITY OF ONLINE PRODUCTS USING ASPECT LEVEL SENTIMENT ANALYSIS" (Awarded: 01/02/2021)
- [Saleh Al-Subari](https://profsnd.in/research-students/saleh-al-subari): "DEVELOPMENT OF MODEL FOR SPAM REVIEW DETECTION USING SENTIMENT ANALYSIS" (Awarded: 01/07/2022)
- [Mahesh B. Shelke](https://profsnd.in/research-students/mahesh-b-shelke): "Lexicon And Dictionary Based Model For Sentiment Analysis of Marathi" (Awarded: 01/11/2022)

### Current Research Scholars
- [Ankush Chavan](https://profsnd.in/research-students/ankush-chavan): "A Framework for Identifying Authorship Using Lexical Patterns in Low-Resource Languages."
- [Rajnikant N. Gaikwad](https://profsnd.in/research-students/rajnikant-n-gaikwad): "DETECTING HATE SPEECH AND PREJUDICED CONTENT USING LLM IN QUANTUM COMPUTING"
- [Kiran V. Sonkamble](https://profsnd.in/research-students/kiran-v-sonkamble): "Expansion based approach for improvement of lexicon resource in Marathi for sentiment analysis"
- [Vrushali A. Bhuyar](https://profsnd.in/research-students/vrushali-a-bhuyar): "A Hybrid Approach For Author Profiling and Plagiarism Detection Using Author Specific Technique Publication Social Media Data"
- [Amani Ameen Abdulraheem Abdulmalik Aladeemy](https://profsnd.in/research-students/amani-ameen-abdulraheem-abdulmalik-aladeemy): "A Enhancement of Lexicon Resources for Sentiment Analysis of Arabic text"
- [Kalyani R. Waghmare ](https://profsnd.in/research-students/kalyani-r-waghmare): "An Ensemble Hybrid Learning Approach Using Quantum and Classical Models for Opinion Mining of Product Review "

## Key Publications & Scholarly Output
Total publications: 93+ papers co-authored across peer-reviewed journals and international conferences.

### Selected Publications
- **Design issues of Vulnerabilities and Suspicious behavior detection system in Storage Area Network (SAN)** (2009). Authors: Sandeep Abhang, S. N. Deshmukh, Dr. Ulhas Shinde, Dr. Ratnadeep Deshmukh. International Journal of Recent Trends in Engineering
- **Kerberos Authentication System- A Public Key Extension** (2009). Authors: S. K. Pathan, S. N. Deshmukh, R. R. Deshmukh. International Journal of Recent Trends in Engineering
- **Song Induced Mood Recognition System Using EEG Signals** (2010). Authors: Janvale G.B., Gawali B. W., Deore R.S., S. N. Deshmukh, Marwale A.V., Mehrotra S.C.. Annals of Neurosciences, Journal of Indian Academy of Neurosciences
- **Using the Normalization for Typographic Errors in Numerals** (2010). Authors: S. N. Deshmukh, Dr. S.C. Mehrotra, Dr. Hardeep Singh. ICDEM2010 Second International Conference on Data Engineering and Management
- **Comparison of Google similarity distance calculated using different search engines** (2010). Authors: S. N. Deshmukh, Sunil Kawale, Ratnadeep Deshmukh. International Journal of Information Technology and Knowledge Management
- **Marathi (Varhadi) Speaker Recognition Using LPC, MFCC and DTW** (2013). Authors: Nagsen S. Bansod, Siddharth B. Dabhade, Seema S. Kawathekar, S. N. Deshmukh. International Journal of Trends in Computer Science
- **Data Extraction and Annotation for Web Database using Multiple Annotation Approach** (2014). Authors: Yogesh Wanjari, D. B. Gaikwad, Vivek Mohod, S. N. Deshmukh. International Journal of Computer Application
- **Automatic news extraction system for Indian online newspapers** (2014). Authors: Yogesh Wanjari. Reliability, Infocom Technologies and Optimization (ICRITO)

## Academic Projects & Collaborations
- **UGC Minor Research Project** (2003-2005): Telephonic Result System project aimed at automating result announcement via telephones.
- **UGC Major Research Project** (2008-2010): Research on a major system or process within the field of education and technology.
- **UGC Major Research Project** (2011-2013): Focused on advancing research in a key area within the educational domain.
- **AICTE Research Project** (2012-2014): AICTE funded research project focusing on a cutting-edge technology solution.
- **RGSTC Research Project , Mumbai** (2022-2025): Design and Development of Model to Analyze Liquid  Dosage forms by using ASD Fieldspec4 Spectroradiometer. 

## Directory & URL Map for AI Agents
- [Home & Biography](https://profsnd.in/)
- [About & Academic CV](https://profsnd.in/about)
- [Full Publications Directory](https://profsnd.in/publications)
- [Research Projects](https://profsnd.in/projects)
- [Research Collaborations](https://profsnd.in/collaborations)
- [Doctoral Research Scholars](https://profsnd.in/research-students)
- [Latest News & Announcements](https://profsnd.in/news)
- [Contact Information](https://profsnd.in/contact)
- [Full LLM Dump](https://profsnd.in/llms-full.txt)
