Himanshu Gajera
Faculty at Pandit Deendayal Energy University (PDEU)- Claim this Profile
Click to upgrade to our gold package
for the full feature experience.
-
Gujarati Native or bilingual proficiency
-
Hindi Native or bilingual proficiency
-
English Full professional proficiency
Topline Score
Bio
Credentials
-
MLOps Essentials: Model Development and Integration
LinkedInJun, 2023- Nov, 2024 -
Generative Deep Learning with TensorFlow
CourseraNov, 2021- Nov, 2024 -
AI For Medical Treatment
CourseraSep, 2020- Nov, 2024 -
AI for Medical Diagnosis
CourseraSep, 2020- Nov, 2024 -
AI for Medical Prognosis
CourseraSep, 2020- Nov, 2024 -
AI for Medicine Specialization
CourseraAug, 2020- Nov, 2024 -
Algorithmic Toolbox
CourseraJul, 2020- Nov, 2024 -
Data Structures
CourseraJul, 2020- Nov, 2024 -
Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
CourseraJul, 2020- Nov, 2024 -
COVID19 Data Analysis Using Python
CourseraJun, 2020- Nov, 2024 -
Facial Expression Recognition with Keras
CourseraJun, 2020- Nov, 2024 -
Neural Style Transfer with TensorFlow
CourseraJun, 2020- Nov, 2024 -
Image Classification with CNNs using Keras
CourseraMay, 2020- Nov, 2024 -
Convolutional Neural Networks
CourseraMay, 2020- Nov, 2024 -
Deep Learning Specialization
CourseraMay, 2020- Nov, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraMay, 2020- Nov, 2024 -
Logistic Regression with NumPy and Python
CourseraMay, 2020- Nov, 2024 -
Neural Network from Scratch in TensorFlow
CourseraMay, 2020- Nov, 2024 -
Neural Networks and Deep Learning
CourseraMay, 2020- Nov, 2024 -
Predicting House Prices with Regression using TensorFlow
CourseraMay, 2020- Nov, 2024 -
Sequence Models
CourseraMay, 2020- Nov, 2024 -
Structuring Machine Learning Projects
CourseraMay, 2020- Nov, 2024 -
Deep Learning
NPTELApr, 2020- Nov, 2024 -
The Joy of Computing using Python
NPTELDec, 2019- Nov, 2024 -
Python for Absolute Beginners
UdemyJul, 2019- Nov, 2024 -
GATE 2011
Indian Institute of Technology, MadrasJun, 2011- Nov, 2024 -
GATE 2010
iit guwahatiJun, 2010- Nov, 2024
Experience
-
Pandit Deendayal Energy University (PDEU)
-
India
-
Education Administration Programs
-
1 - 100 Employee
-
Faculty
-
Jul 2023 - Present
My responsibilities encompass teaching advanced subjects such as Machine Learning, Digital Electronics, and Computer Organization, where I impart crucial knowledge to students. Beyond the classroom, I take a proactive role in guiding and supervising innovative projects, including but not limited to: Multi-class Skin Lesion Classification: I oversee a project that leverages deep learning approaches for multi-class skin lesion classification, contributing to medical image… Show more My responsibilities encompass teaching advanced subjects such as Machine Learning, Digital Electronics, and Computer Organization, where I impart crucial knowledge to students. Beyond the classroom, I take a proactive role in guiding and supervising innovative projects, including but not limited to: Multi-class Skin Lesion Classification: I oversee a project that leverages deep learning approaches for multi-class skin lesion classification, contributing to medical image analysis. Multi-object Detection and Annotation: I guide students in developing solutions for multi-object detection and annotation within single images, advancing computer vision capabilities. Real-time Object Detection and Tracking: I mentor a project focused on the creation of a real-time object detection and tracking system, which has applications in various domains, including surveillance and automation. Stock Market Prediction: I am involved in a project that explores machine learning techniques for stock market prediction, harnessing data-driven insights for financial decision-making. Real-time Human Fall Detection: My supervision extends to a project aimed at real-time human fall detection using deep learning, contributing to safety and healthcare applications. In addition to teaching and project guidance, I am actively engaged in ongoing research within the field of deep learning in healthcare. This multifaceted involvement underscores my commitment to advancing knowledge, fostering innovation, and making meaningful contributions in both academia and real-world applications. Show less My responsibilities encompass teaching advanced subjects such as Machine Learning, Digital Electronics, and Computer Organization, where I impart crucial knowledge to students. Beyond the classroom, I take a proactive role in guiding and supervising innovative projects, including but not limited to: Multi-class Skin Lesion Classification: I oversee a project that leverages deep learning approaches for multi-class skin lesion classification, contributing to medical image… Show more My responsibilities encompass teaching advanced subjects such as Machine Learning, Digital Electronics, and Computer Organization, where I impart crucial knowledge to students. Beyond the classroom, I take a proactive role in guiding and supervising innovative projects, including but not limited to: Multi-class Skin Lesion Classification: I oversee a project that leverages deep learning approaches for multi-class skin lesion classification, contributing to medical image analysis. Multi-object Detection and Annotation: I guide students in developing solutions for multi-object detection and annotation within single images, advancing computer vision capabilities. Real-time Object Detection and Tracking: I mentor a project focused on the creation of a real-time object detection and tracking system, which has applications in various domains, including surveillance and automation. Stock Market Prediction: I am involved in a project that explores machine learning techniques for stock market prediction, harnessing data-driven insights for financial decision-making. Real-time Human Fall Detection: My supervision extends to a project aimed at real-time human fall detection using deep learning, contributing to safety and healthcare applications. In addition to teaching and project guidance, I am actively engaged in ongoing research within the field of deep learning in healthcare. This multifaceted involvement underscores my commitment to advancing knowledge, fostering innovation, and making meaningful contributions in both academia and real-world applications. Show less
-
-
-
S V National Institute of Technology, Surat
-
India
-
Higher Education
-
1 - 100 Employee
-
Researcher
-
Jan 2020 - Jul 2023
My research focuses on the application of deep learning methods in medical imaging for skin cancer classification. I successfully implemented and optimized these methods using Python and Keras, resulting in impressive performance outcomes. Throughout the project, I collaborated closely with a multidisciplinary team, conducting data analysis and effectively presenting our research findings to both academic and industry audiences. My research focuses on the application of deep learning methods in medical imaging for skin cancer classification. I successfully implemented and optimized these methods using Python and Keras, resulting in impressive performance outcomes. Throughout the project, I collaborated closely with a multidisciplinary team, conducting data analysis and effectively presenting our research findings to both academic and industry audiences.
-
-
-
Om Engineering College (GTU)
-
Junagadh, Gujarat, India
-
Assistant Professor and Head
-
May 2013 - Jan 2020
In my role, I excelled in various aspects of management, demonstrating effective semester planning, time-table coordination, and overseeing university exams to ensure fairness and integrity in the assessment process. I also took charge of coordinating training and placement activities for students, successfully organized technical and non-technical events to enrich overall growth, and fostered national and international collaborations to promote academic advancement. As a teacher, I… Show more In my role, I excelled in various aspects of management, demonstrating effective semester planning, time-table coordination, and overseeing university exams to ensure fairness and integrity in the assessment process. I also took charge of coordinating training and placement activities for students, successfully organized technical and non-technical events to enrich overall growth, and fostered national and international collaborations to promote academic advancement. As a teacher, I gained proficiency in a wide range of subjects, including Compiler Design, Software Engineering, Data Structures, Algorithms, and C programming languages. I was instrumental in establishing and executing skill development programs to enhance student abilities, conducted open-source workshops to facilitate knowledge sharing, and spearheaded faculty development programs aimed at improving teaching skills. In addition to teaching, I handled non-teaching responsibilities such as administering the campus computer network to ensure smooth functioning and connectivity. I also managed procurement processes for departmental needs, monitored server and firewall management, and actively participated in faculty recruitment processes. My multifaceted role allowed me to contribute significantly to both the academic and operational aspects of the department and institute. Show less In my role, I excelled in various aspects of management, demonstrating effective semester planning, time-table coordination, and overseeing university exams to ensure fairness and integrity in the assessment process. I also took charge of coordinating training and placement activities for students, successfully organized technical and non-technical events to enrich overall growth, and fostered national and international collaborations to promote academic advancement. As a teacher, I… Show more In my role, I excelled in various aspects of management, demonstrating effective semester planning, time-table coordination, and overseeing university exams to ensure fairness and integrity in the assessment process. I also took charge of coordinating training and placement activities for students, successfully organized technical and non-technical events to enrich overall growth, and fostered national and international collaborations to promote academic advancement. As a teacher, I gained proficiency in a wide range of subjects, including Compiler Design, Software Engineering, Data Structures, Algorithms, and C programming languages. I was instrumental in establishing and executing skill development programs to enhance student abilities, conducted open-source workshops to facilitate knowledge sharing, and spearheaded faculty development programs aimed at improving teaching skills. In addition to teaching, I handled non-teaching responsibilities such as administering the campus computer network to ensure smooth functioning and connectivity. I also managed procurement processes for departmental needs, monitored server and firewall management, and actively participated in faculty recruitment processes. My multifaceted role allowed me to contribute significantly to both the academic and operational aspects of the department and institute. Show less
-
-
-
Balaji Institute of Engineering and Technology
-
Junagadh, Gujarat, India
-
Lecturer
-
Mar 2010 - Sep 2011
I streamlined departmental operations by managing schedules, exams, and faculty/staff recruitment. I also ensured the security and performance of computer systems, organized various activities, and led faculty development initiatives to improve teaching methods. My role encompassed diverse responsibilities, contributing to the department's growth and efficiency. I streamlined departmental operations by managing schedules, exams, and faculty/staff recruitment. I also ensured the security and performance of computer systems, organized various activities, and led faculty development initiatives to improve teaching methods. My role encompassed diverse responsibilities, contributing to the department's growth and efficiency.
-
-
-
JKM BCA College
-
Junagadh, Gujarat, India
-
Programmer
-
Sep 2008 - Feb 2010
Assumed responsibility for spearheading the development of innovative software solutions geared towards enhancing departmental operations. Designed and implemented software applications for optimizing online attendance management, network administration, resource utilization, and computer network maintenance, leading to significant improvements in task efficiency. Assumed responsibility for spearheading the development of innovative software solutions geared towards enhancing departmental operations. Designed and implemented software applications for optimizing online attendance management, network administration, resource utilization, and computer network maintenance, leading to significant improvements in task efficiency.
-
-
Education
-
2020 - 2023
Sardar Vallabhbhai National Institute of Technology, Surat
Doctor of Philosophy - PhD -
2011 - 2013
Charotar University of Science and Technology
Master's Degree, Computer Engineering -
2004 - 2008
Dharmsinh Desai Institute of Technology
Bachelor's Degree, Computer Engineering
Community
