Research Interests

Natural Language Processing , Information Retrieval , Machine Learning , Ethical AI, Green AI

Industry – 1 year

Freelancer – 6 years

Teaching Since: June 15, 2017

Total Experience: 8 years and 3 months

[1] K. Shah, “Smart Approach to Recognize Public Grievance from Microblogs,” Towards Excellence – UGC HRDC – Gujarat University, Jul. 7, 2021. Available: https://hrdc.gujaratuniversity.ac.in/Uploads/EJournalDetail/30/1046/6.pdf.

[2] K. Shah, “Evaluating Binary Classifiers with Word Embedding Techniques for Public Grievances,” in Advances in Information and Communication, 2022. doi: 10.1007/978-3-031-05767-0_17.

[3] K. Shah, “Performance Analysis of Binary Classifiers on Different Class Ratios with the Increase in the Data Records of Public Grievances,” Journal of the Asiatic Society of Mumbai, vol. –, pp. –, Jul. 23, 2023. ISSN: 0972-0766.

[4] K. Shah, “Optimizing Public Grievance Detection Accuracy Through Hyperparameter Tuning of Random Forest and Hybrid Model,” in Intelligent Computing and Applications, 2023. doi: 10.1007/978-3-031-27609-5_36.

[5] K. Shah, Foundation of NLP: Simplified for Beginners. Notion Press, 2024. Available: https://notionpress.com/in/read/foundations-of-nlp-simplified-for-beginners/.

[6] K. Shah, AI in Grievance Management. LAP LAMBERT Academic Publishing, Sep. 16, 2024. Available: https://my.lap-publishing.com/catalog/details/store/gb/book/978-620-8-06483-9/ai-in-grievance-management.

[7] K. Shah, “Building a Comprehensive Natural Language Processing Based Dataset for Future Machine Learning Solutions in Railway Accident Management,” IPE Journal of Management, vol. 15, no. 02, pp. –, Jan.–Jun. 2025. ISSN: 2249-9040.

[8] K. Shah, “Integrating Moral Values in AI: Addressing Ethical Challenges for Fair and Responsible Technology,” Journal of Informatics and Web Engineering, vol. 4, no. 1, pp. 213–227, Feb. 14, 2025. doi: 10.33093/jiwe.2026.4.1.16.

[9] K. Shah, Bridging Human and Machine. LAP LAMBERT Academic Publishing, Jan. 22, 2025. Available: https://www.morebooks.shop/shop-ui/shop/product/978-620-8-42397-1.

Workshops: 

 

  1. “Integral Pedagogical Paradigm: Orientation and Re-training of Faculty,” St. Xavier’s College (Autonomous), Ahmedabad-9, Jan. 22–23, 2018.
  2. “Outcome-Based Curriculum Designing,” St. Xavier’s College (Autonomous), Ahmedabad-9, Mar. 22–23, 2019.
  3. “Academic Integrity, Research Ethics & Prevention of Plagiarism (Online),” Gujarat University, Ahmedabad-9, Oct. 12, 2019.
  4. “AI and Machine Learning Workshop (Online),” Edureka, Mar. 24, 2020.
  5. “AI and Machine Learning Workshop (Online),” Edureka, Mar. 24, 2020.
  6. “Intellectual Property Rights (IPR) (Online),” GUSEC, Gujarat University, Ahmedabad, Apr. 30, 2020.
  7. “Big Data (Online),” Edureka, May 11, 2020.
  8. “Scientific Document Preparation System: LaTeX (Online),” Pandit Deendayal Petroleum University, Gandhinagar, Oct. 16–17, 2020.
  9. “Data Science Workshop on Analyzing PUBG Data,” Edureka, Dec. 14, 2020.
  10. “Cyber Security and Forensics,” St. Xavier’s College (Autonomous), Ahmedabad-9, Mar. 7, 2024.
  11. “NEP 2020 Orientation and Sensitization Program,” UGC-MMTPP, Sardar Patel University, Jan. 16–29, 2024.
  12. “IoT (Internet of Things),” Kaushalya – The Skill University, Apr. 3–5, 2024.

 

Conferences:

 

  1. “3rd International Conference on Soft Computing and Its Engineering Applications,” Charusat University, Changa, Gujarat, in collaboration with Springer, Dec. 10–11, 2021.

 

  1. “4th International Conference on Soft Computing and Its Engineering Applications,” Charusat University, Changa, Gujarat, in collaboration with Springer, Dec. 09–10, 2022.

 

  1. “6th International Conference on Soft Computing and Its Engineering Applications,” Charusat University, Changa, Gujarat, in collaboration with Springer, Dec. 10–12, 2024.

 

Seminars: 

 

  1. “Deep Learning for Computer Vision,” 1-day national seminar, St. Xavier’s College (Autonomous), Ahmedabad-9, Feb. 26, 2018.
  2. “Plasma Technologies for Health Sectors,” 1-day national seminar, Institute of Plasma Research (IPR), Gandhinagar, Nov. 29, 2019.
  3. “Challenges and Solutions,” 1-day seminar, Rotary Club Ahmedabad West and Blind People Association, Ahmedabad, Jan. 23, 2020.Faculty Development Programs
    1. “LaTeX,” Faculty Development Program, Chevalier T. Thomas Elizabeth College for Women  with IIT Bombay, Apr. 27–May 1, 2020.
    2. “Advanced Trends in Digital Forensics,” Faculty Development Program, National Forensic Sciences University, Gandhinagar, Apr. 5–9, 2021.
    3. “Innovative Developments in Data Science,” Faculty Development Program, St. Martin’s Engineering College, May 17–19, 2021.

    Refresher Courses

    1. “Information and Communication Technology,” Refresher Course, University of Hyderabad, Mar. 7–9, 2022.

     

    Webinars

    1. “An Effective Research Paper Writing Skills,” Webinar, Bhagwan Mahavir University, Surat, Apr. 13–16, 2020.
    2. “Machine Learning with COVID-19,” Webinar, Mahendra Engineering College, Namakkal, May 9, 2020.
    3. “Predictive Model Using Deep Learning, Data Science, Importance of Cyber Security in the Digital World,” Webinar, V. S. Patel College of Arts and Science, Billimora, May 10, 2020.
    4. “Futuristic Information and Communication Technologies,” Webinar, Computer Society of India, Jaipur, May 10, 2020.
    5. “Latest Format of NAAC,” Webinar, Arts and Science College, Dhansura, May 30, 2020.
    6. “NEP 2020,” Webinar, University School of Law, Gujarat University, Ahmedabad-9, Oct. 24, 2020.

     

    Certification Courses:

    1. “Certified Professional in Software Testing”, Speartech Solutions, Ahmedabad, India, Nov. 2008.
    2. “Machine Learning Certification Training Using Python”, Edureka, Online, 1-month duration, completed on May 27, 2020.
    3. “Data Analytics with Python”, NPTEL-SWAYAM, Online, 12-week duration, Jan.–Apr. 2020.
    4. “Introduction to Machine Learning”, NPTEL-SWAYAM, Online, 12-week duration, Jan.–Apr. 2020.
    5. “Problem Solving Through Programming in C”, NPTEL-SWAYAM, Online, 12-week duration, Jan.–Apr. 2020.
    6. “How to Write and Publish a Scientific Paper”, Coursera, Online, 30-hour duration, completed on Apr. 28, 2020.
    7. “Natural Language Processing in TensorFlow”, Coursera, Online, 30-hour duration, completed on Apr. 28, 2020.
    8. “Python Basics”, University of Michigan (Coursera), Online, 30-hour duration, completed on May 24, 2020