Hello, I'm Dr. Hetal Bhaidasna Computer Engineering Expert

Ph.D. in Computer Engineering
H.O.D. & Assistant Professor
Parul Institute of Engineering & Technology

Leading innovation in Machine Learning, Deep Learning, and Information Security with 5+ books, 27+ published research papers and 628+ citations. Passionate about advancing technology through education and research.

17+ Years Experience
5+ Books
27+ Research Papers
628+ Citations
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Dr. Hetal Bhaidasna
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About Me

I am Dr. Hetal Bhaidasna, a dedicated academician and researcher with 17+ years of experience in Computer Engineering. Currently serving as H.O.D. & Assistant Professor at Parul Institute of Engineering & Technology, Vadodara.

My research focuses on Machine Learning, Deep Learning, Computer Vision, and Information Security. I have published 27+ research papers in Scopus-indexed journals and conferences, with 664+ citations on Google Scholar.

17+

Years Experience

27+

Papers Published

664+

Google Scholar Citations

Skills & Technologies

Technical Expertise

Machine Learning Deep Learning Computer Vision Information Security Data Mining Image Processing

Programming & Tools

Java (Core/Adv) Python MySQL MS Access Git/GitHub NetBeans/Eclipse

Academic Leadership

Head of Department Research Guidance Curriculum Design NBA/NAAC Coordination Conference Chair

Academics

Education

Ph.D. in Computer Engineering

Parul University

2024

M.E. in Computer Engineering

Gujarat Technological University

2013

B.E. in Computer Engineering

M.S University

2007

Professional Experience

Assistant Professor & HOD

Parul Institute of Engineering & Technology(Diploma Studies)

2019 - Present

Assistant Professor

Parul Institute of Engineering & Technology

2013 - 2019

Lecturer & HOD

Parul Polytechnic Institute

2007 - 2013

Research & Guidance

Research Areas

  • Machine Learning & Deep Learning
  • Computer Vision
  • Information Security
  • Image Processing

Students Guided

15+ M.E./M.Tech

Publications Impact

40 Research Papers
664+ Citations

Grants & Funding

Research Grant

GUJCOST

₹ 40,000

Workshop on “Cloud Computing”

2018

Conference Grant

IEEE / Scopus

₹ 40,000

STTP on “Augmented & Virtual Reality “

2018

Project Funding

Industry Collaboration

₹ 3,00,000

AI & Deep Learning Project

2024

Short Term Training Programmes

Practical Approach for Data Science

R.N.G. Patel Institute of Technology, Bardoli

June 2020

Recent Trends in Industry 4.0 Technologies

Don Bosco College of Engineering, Goa

July 2020

Augmented and Virtual Reality

PIET & GUJCOST

January 2019

Internet of Things

PIET, PU

December 2016

Cloud Computing: Revolutionary Trends in IT

PIET-Degree

Dec 23-28, 2013

Network Simulation & Computational Analysis

PIT

Nov 10-14, 2014

Web Development & Web Hosting

BBIT, Vidhyanagar

May 17-21, 2010

Advanced Web Development Using Java

PPI, Limda

Aug 10-14, 2010

.Net Technology

PIET-Degree, PASM

Nov 24-29, 2008

Workshops Attended

Title Organized By Duration
Python Driven AI: Fast-Track to Machine Learning Mastery PU Linde & University of Surrey January 2025
Python Data Revolution: Analysis, Design & Visualization PU Linde & University of Surrey June 2024
COVID-19 Data Visualization & Prediction Changa University May 2020
Flutter Programming Akash Technology May 2020
3D Designing & Printing for Covid 19 Gear GTU May 2020
Demystifying Data Science using Machine Learning GIT October 2020
Machine Learning For Python PIET-DS December 2019
Machine Learning PIET December 2018
Python Programming PPI August 2018
Current Trends in Big Data VIR November 2014
Patenting in Engineering PPI January 2012
Emerging Vistas of Technology in 21st Century PASM December 2010
Software Project Management PPI October 2010
Cisco Platform, HCL PPI March 2010

Conferences Attended

Title Organized By Duration
Third International Conference on Automation, Computing and Renewable Systems Pudukkottai Dec 4-6, 2024
International Conference on Engineering & Technology: Smart Engineering Parul University Feb 16-17, 2018
2nd National Conference on Computer Communication Research VIR, Vadodara Feb 26-27, 2016
7th National Conference on Emerging Vistas of Technology in 21st Century PIET, Waghodiya Apr 8-9, 2016
1st National Conference on Computer Communication Research VIR, Vadodara May 25, 2014
5th National Conference on Emerging Vistas of Technology in 21st Century PIET, Waghodiya Apr 4-5, 2014
4th National Conference on Emerging Vistas of Technology in 21st Century PIET, Waghodiya May 10-11, 2013

Co-Curricular Activities

Role Responsibility
Department IQAC Co-Ordinator Quality Assurance and Accreditation
Institute Spoken-Tutorial Program Co-ordinator Coordinating Training Programs
Practical Exam/Viva Department Co-ordinator Examination Management
Curriculum Design Member GTU Computer Engineering Curriculum
Entrepreneurship Coordinator Student Startup Initiatives
Hackathon Coordinator Technical Event Management

Content Development

Java Programming

Parul University

Information and Network Security

Parul University

Machine Learning

Parul University

Online Certifications

C Programming

Coursera

Basics of Python Programming

Coursera

Deep Learning

Coursera

Programming in Java

NPTEL

Python for Data Science

NPTEL

Python

IBM

Python Programming

Microsoft

Industrial Training

Two week Training on Java

Image Software Consultancy

2014

Core Java Training

Internshala

2021

Professional Bodies

Member of ISTE

Indian Society for Technical Education

Achievements & Awards

Best Result in Department Award

2012

Sixth Sense Technology Project

Selected at Unisys at National Level

Best Performance Award in Academic Review

2019

Best EDC Month Coordinator

Feb 2021

Best Department Award Under Headship

2020-21

2nd Runner up - Gujarat Industrial Hackathon

2019

1st Runner up - Smart India Hackathon

Cash Prize ₹75,000

2020

Academic Review Award

2021

Academic Review Award

2023

2nd Prize - CREATO

BBIT, V.V. Nagar

International Exposure

Erasmus Staff Mobility Program

One week training at University of Minho, Portugal

October 2024

Research Projects

Advancing Green Hydrogen Production through Electrolysis

Optimization and Renewable Energy Integration

Collaboration with Royal Academy of Engineering, University of Surrey, UK

Patents & Innovation

Filed

Method and System for Human Activity Recognition Using Modified Deep Network For Video Sequences

Application No: 202421013213

2024

Contributions & Development

Academic Leadership

  • H.O.D., Computer Engineering Department
  • BOS Member, GTU
  • Curriculum Development Committee
  • NBA/NAAC Coordinator

Conference Organization

  • Program Chair - IEEE Conference 2024
  • Organizing Committee - ACM Event
  • Session Chair - International Conferences
  • Reviewer - Scopus Journals

Professional Memberships

  • Senior Member, IEEE
  • Life Member, ACM
  • Member, Computer Society of India
  • Member, ISTE

Research Initiatives

  • AI Research Lab - Established 2020
  • Industry-Academia Collaboration
  • Workshop & Training Programs
  • Innovation & Startup Mentoring

Books

Introduction to Machine Learning

A comprehensive guide to the fundamentals and applications of machine learning.

Machine Learning Education
View Book

Deep Learning for Beginners

Step-by-step introduction to deep learning concepts and practical implementations.

Deep Learning AI
View Book

Research Publications

Visit Google Scholar Profile
S.No Citation (MLA Format)
1 Vala, Hetal J., and Astha Baxi. "A review on Otsu image segmentation algorithm." International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) 2.2 (2013): 387-389.
2 Joshi, Malini, and Hetal Vala. "Opinion mining for sentiment data classification." International Journal of Research in Information Technology 3.1 (2014): 1-13.
3 Shah, Hemang J. "Detection of tumor in MRI images using image segmentation." International Journal (Toronto, Ont.) 2.6 (2014).
4 Bhaidasna, Z. C., Priya R. Swaminarayan, and H. Z. Bhaidasna. "Enhancing face recognition with deep learning architectures: a comprehensive review." International journal on recent and innovation trends in computing and communication 11.9 (2023): 164-180.
5 Patel, Bhavini, and Hetal Bhaidasna. "Survey on different methods for defect detection." Int., Res. J. Eng. Tech. 3.2 (2016): 1217-1220.
6 Bhaidasna, Hetal Z., Chirag Patel, and Zubin C. Bhaidasna. "A Novel Approach for Human Activity Recognition Utilizing Modified Convolutional Neural Networks and Long Short-Term Memory Architectures." Journal of Computational Analysis & Applications 33.5 (2024).
7 Bhaidasna, Ms Hetal, and Mr Zubin Bhaidasna. "Object Detection Using Machine Learning: A Comprehensive." (2023).
8 Shah, Hemang J., Hetal Vala, and R. Henita. "Rana, and Zubin Bhaidasna," Study on Various Methods for Detecting Tumor on MRI Images,"." International Journal of Advance Research in Computer Science and Management Studies 2 (2014): 127-131.
9 Mohanbhai, Chaudhari Kajalben, and Mrs Hetal Bhaidasna. "A survey on image mosaicing using feature based approach." International Journal of Engineering Development and Research 5.1 (2017): 565-568.
10 Vala, Miss Hetal J. "Prof. Astha Baxi, A Review on Otsu Segmentation Algorithm." International Journal of Advanced Research in Computer Engineering and Technology 2.2 (2013).
11 Pandey, Arvind Kumar, and Hetal Bhaidasna. "Deep learning based face mask detection system with automatic indigation." 2022 5th international conference on contemporary computing and informatics (IC3I). IEEE, 2022.
12 Dhariya, Satyam, and Hetal Bhaidasna. "Ensemble learning approach for customer churn prediction in the telecom industry." AIP Conference Proceedings. Vol. 3288. No. 1. AIP Publishing LLC, 2025.
13 Raval, Parth, and Hetal Bhaidasna. "Metadata Extraction From Scholarly Document Using Deep Learning." 2025 3rd International Conference on Inventive Computing and Informatics (ICICI). IEEE, 2025.
14 Kumar, Hardik, Hetal Bhaidasna, and Kajol Patel. "Enhancing Bluetooth security in wearable devices using a hybrid AES-192 and ECC encryption model." IET Conference Proceedings CP920. Vol. 2025. No. 7. Stevenage, UK: The Institution of Engineering and Technology, 2025.
15 Kumar, Hardik, Hetal Bhaidasna, and Kajol Patel. "Always on, always exposed: survey on Bluetooth risks in wearable devices." IET Conference Proceedings CP920. Vol. 2025. No. 7. Stevenage, UK: The Institution of Engineering and Technology, 2025.
16 Kumar, Hardik, Hetal Bhaidasna, and Kajol Patel. "Security in Bluetooth and Wearable Devices: A Survey." 2025 4th International Conference on Sentiment Analysis and Deep Learning (ICSADL). IEEE, 2025.
17 Raval, Parth, and Hetal Bhaidasna. "A Review of Extracting Metadata from Scholarly Articles using Natural Language Processing (NLP)." 2024 3rd International Conference on Automation, Computing and Renewable Systems (ICACRS). IEEE, 2024.
18 Bhaidasna, Zubin C., Priya R. Swaminarayan, and Hetal Z. Bhaidasna. "Implementing Deep Learning: A Novel Approach in CNNs for Face Recognition." (2024).
19 Bhaidasna, Hetal, and Arun Kumar Marandi. "Adapted NOMA & Zone Models For Battery-Efficient Future 5G Greens Networking." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). IEEE, 2023.
20 Pandey, Arvind Kumar, and Hetal Bhaidasna. "A Structural Equation Modeling Approach for HPC Inspection." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). IEEE, 2023.
21 Bhaidana, Hetal, and Divya Paikaray. "PET Imaging for Alzheimer's Neuroanatomical Disease Diagnosis." 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). IEEE, 2023.
22 Bhaidasna, Hetal, Chirag Patel, and Zubin Bhaidasna. "A Survey on Different Deep Learning Model for Human Activity Recognition Based on Application." International Journal on Recent and Innovation Trends in Computing and Communication 11.10 (2023): 1496-08.
23 Patel, Bhavini, and Hetal Bhaidasna. "An Approach for Fabric Defect Detection from Video using Modified Wavelet Transform." International Journal of Advance Research in Engineering, Science & Technology 3.6 (2016): 351-355.
24 Sheth, Palak, Hetal Bhaidasna, and Zubin Bhaidasna. "Gesture Recognition Using Magic Ring Sensor." International Journal of Advanced Engineering Research and Science 6 (2016).
25 Bathia, H. V. P., Hetal Vala, and Zubin Bhaidasna. "An efficient algorithm for real time moving object detection using GMM and optical flow." International Journal of Innovative Research in Computer and Communication Engineering 3.6 (2015): 5096-5101.
26 Bathia, Parth K., Hetal Vala, and Zubin Bhaidasna. "A Survey on Different Technique for Real Time Moving Object Detection." (2015).
27 Shah, Siddhi, and Nikunj Gamit. "A Survey on Various Shadow Detection Methods." (2015): 2250-2459.
28 Desai, Vaibhavi P., and Hetal Vala. "Survey on methods of road extraction using satellite image." International Journal of Engineering Research and Technology 3.11 (2014): 1422-1424.
29 Bhambhani, Shashikumar, et al. "Building Trust in Labor Markets through Blockchain-Enabled Wage Transparency: A Pathway to Fair Labor Practices and Inclusive Growth." (N/A).

Get In Touch

Let's collaborate on research!

I'm always open to discussing research collaborations, academic partnerships, or opportunities to advance technology and education.

hetalvala86@gmail.com
+91-9033822802
Vadodara, Gujarat, India
Parul Institute of Engineering & Technology