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Dr. Yogesh Jadhav

Dr. Yogesh Jadhav

Assistant Professor

School of Technology, Management and Engineering

PhD, CSE (MPU), M.E (Mumbai University), B.E (Mumbai University)

Email ID: yogesh.jadhav@nmims.edu

Subject teaching:

Artificial Intelligence,

Cyber Security and Ethical hacking,

Deep Learning and Neural Networks,

Cloud Computing,

Computer networks,

Unix.

Teaching Experience

  • 10 Years
  • 1 year-Worked as a Corporate Trainer at Livewire India, Andheri.

Research Interest

Machine Learning, Deep Learning, Blockchain, Cloud Computing

Recent Publications

International Journal/Book Chapters:

  • Yogesh Jadhav, Ashish Patel, Rutvij H. Jhaveri, Roshani Raut, "Transfer Learning for Audio Waveform to Guitar Chord Spectrograms Using the Convolution Neural Network", Mobile Information Systems, vol. 2022, Article ID 8544765, 11 pages, 2022. https://doi.org/10.1155/2022/8544765
  • Jadhav Yogesh, Harsh Mathur Detection of Breast Cancer by Using Various Machine Learning and Deep Learning Algorithms in Handbook of Machine Learning for Computational Optimization, 51-70, CRC Press.
  • Parasar D., Jadhav Y.H. (2021) An Automated System to Detect Phishing URL by Using Machine Learning Algorithm. In: Raj J.S. (eds) International Conference on Mobile Computing and Sustainable Informatics. ICMCSI 2020. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-49795-8_21.
  • Fake Review Detection System through Analytics of Sales Data in Proceeding of First Doctoral Symposium on Natural Computing Research by Springer Singapore. ISBN 978-981-334-072-5. DOI 10.1007/978-981-33-4073-2.
  • Categorizing documents by support vector machine trained using self-organizing maps clustering approach in Proceedings of the 3rd International Conference on Advanced Technologies for Societal Applications by Springer International Publishing. ISBN: 978-3-030-69924-6. DOI: 10.1007/978-3-030-69925-3.
  • Office Monitoring and Surveillance System in Proceedings of the 3rd International Conference on Advanced Technologies for Societal Applications by Springer International Publishing. ISBN: 978-3-030-69924-6. DOI: 10.1007/978-3-030-69925-3
  • Predictive Risk Analysis by using Machine Learning during Covid-19 in Application of Artificial Intelligence in COVID-19 book by Springer Singapore. ISBN:978-981-15-7317-0. DOI: 10.1007/978-981-15-7317-0.
  • Crowd Estimation in Trains by Using Machine Vision in Machine Vision for Industry 4.0 Applications and Case Studies book by CRC Press. DOI:https://doi.org/10.1201/9781003122401. ISBN:9781003122401
  • Paper published on the topic "IoT based Sewage gas Monitoring and Alert System using Raspberry PI”, in International Journal of Scientific Research in Computer Science, Engineering and Information Technology in Sept. 2020.
  • Paper published on the topic "Various Approaches Used to Overcome from Security Threats in MANET”, in International Journal of Advanced Research in Computer Science and Software on Dec.2013.

International Conferences:

  • Paper Presented on the topic "Categorizing documents by support vector machine trained using self-organizing maps clustering approach”, in 3rd International Conference on Advanced Technologies For Societal Application held on 11-12 Dec., 2020 at Shri Vithal Education & Research Institute, Pandharpur.
  • Paper Presented on the topic "Office Monitoring and Surveillance System”, in 3rd International Conference on Advanced Technologies For Societal Application held on 11-12 Dec., 2020 at Shri Vithal Education & Research Institute, Pandharpur.
  • Paper Presented on the topic "Fake Review Detection System through Analytics of Sales Data”, in First Doctoral Symposium on Natural Computing Research 2020 held on 8th Aug 2020 at Smt. Kashibai Navale College of Engineering & Savitribai Phule Pune University, Pune.
  • Paper Presented on the topic "Comparative Study of Breast Cancer Detection Methods”, in the International Conference on Recent Advances in Computational Techniques(IC-RACT2020), Amity University Mumbai,India.
  • Paper Presented on the topic "Application for Prediction of Waviness in Water jet Cutting of Granite”, in the International Conference on Recent Advances in Computational Techniques(IC-RACT2020), Amity University Mumbai,India.
  • Paper Presented on the topic "A Review: College Attendance System by using Image Tagging”, in the International Conference on Computing technologies for Transforming the Automated World(ICCTAW-20), Mumbai,India.
  • Paper Presented on the topic "Artificial Intelligence Digital Assistance for Visually impaired People”, in the International Conference on Computing technologies for Transforming the Automated World(ICCTAW-20), Mumbai,India.
  • Paper Presented on the topic "Machine Learning Approach For Early Prediction of Dementia”, in the 5th International Conference on Inventive Computation Technologies (ICICT-2020),Coimbatore,India.
  • Paper Presented on the topic "A Machine Learning Approach to Classify Birds On The Basis Of Their Sound”, in the 5th International Conference on Inventive Computation Technologies (ICICT-2020),Coimbatore,India.
  • Paper Presented on the topic "An Automated System to Detect Phishing URL by Using Machine Learning Algorithm ”, in the International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2020), Nepal.
  • Paper Presented on the topic "News Popularity Prediction with Ensemble Methods of Classification”, in The 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT),Bengaluru,India.
  • Paper Presented on the topic "A Machine Learning Based Approach for Recommending Courses at the Graduate Level” in 2nd International Conference on Computing Methodologies and Communication (ICCMC 2018)-IEEE at Surya Engineering College, Erode, India.
  • Paper Presented on the topic "ERRD: Prevention of Black Hole Attack in AODV Protocol” in International Conference on Advances on Sciences and Technology (ICAST-2015) at Saraswati College of Engineering.
  • Paper Presented on the topic "RSS Based Exploration and Localization of Various Spoofing Attacks in Wireless Networks Using GADE”, in International Conference on Advances on Sciences and Technology (ICAST-2015) at Saraswati College of Engineering.

National Conference:

  • Paper presented on the topic "NFC:The Rising Technology'', in the National Conference on Recent Trends in Computer Science & Applications and Computational Mathematics (RTCSACM-2012) at Indira College of Commerce and Science on 21st and 22nd of Dec.

Journal/ Conferences Reviewer

  • International Journal of Research And Analytical Reviews With E-Issn 2348-1269, P- Issn 2349-5138.
  • International Journal of Engineering and Techniques ISSN:2395-1303.
  • 2022 IEEE International Conference on Current Development in Engineering and Technology (CCET).
  • 5th IEEE-International Conference on Advances in Science and Technology (5th IEEE-ICAST-2022)
  • SPICON-2022: Sardar Patel International Conference on Industry 4.0 - Nascent Technologies and Sustainability for 'Make in India' Initiative.
  • 3rd International Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2022).

Patents Granted/Published:

  • An Automated System to Detect Phishing URL By Using Machine Learning Algorithm Application Number-2021106579.
  • Categorization of Plant Leaf Using Deep Learning Techniques Application Number-202021038639, Application Ref Number-202021038639, Filing Date-07/09/2020.

Achievements:

  • Working as Faculty Advisor for the Google Developer Student Clubs for Nmims Navi Mumbai Campus.
  • Working as Student Counsellor for IEEE student branch-Nmims Navi Mumbai.
  • Invited as Academic Expert member for department advisory board by Pillai Hoc College of Engineering.
  • Worked as Google Cloud Facilitator through which facilitated around 800+ students across India.
  • Invited as Judge for four days Hackthon- Technothon 1.0 organized by Amity School of Engineering and Technology, Amity University-Mumbai.
  • Contributed as Mentor in "Smart India Hackathon-2020” under Vivekanand Education Society's Institute of Management Studies and Research.
  • Faculty Mentor for "DST and Texas Instruments India” Innovation challenge.
  • Contributed as Mentor in "Smart India Hackathon” under the Department of Rural Development.
  • Worked as evaluator for Toycathon.
  • Worked as evaluator for PROTECH-2021 project competition.
  • Reviewer for International Conference on Recent Advances in Computational Techniques: IC-RACT 2022.
  • Reviewer for International Conference on Recent Advances in Computational Techniques: IC-RACT 2020.
  • Reviewer for 5th IEEE-International Conference on Advances in Science and Technology (5th IEEE-ICAST-2022).
  • Reviewer for SPICON-2022: Sardar Patel International Conference on Industry 4.0 - Nascent Technologies and Sustainability for 'Make in India' Initiative.
  • Reviewer for 2022 IEEE International Conference on Current Development in Engineering and Technology (CCET).
  • Reviewer for 3rd International Conference on Advances in Computer Engineering and Communication Systems (ICACECS-2022).
  • Coordinator for A one-day workshop on "Hands on: Blockchain Technology Workshop by XinFin”.
  • Organizing Committee member for short term training program on "Hands on: Big Data Analytics by SAS”.

Resource Person:

  • Invited as a resource person for FDP on "Secure App Development” organized by Datta Meghe College of Engineering.
  • Invited as a resource person for STTP on "Insights of Data Science and Machine Learning with its Applications” organized by Pillai Hoc College of Engineering.
  • Invited as Guest speaker for session on "Cyber Security” by Fr. C. Rodrigues Institute of Technology.
  • Invited as a resource person for Faculty Development Program on "Cyber Security Awareness in Digital Era” organized by STME, NMIMS Navi Mumbai.
  • Invited as a resource person for Workshop on Web Designing using Servlet and JSP organized by Bharati Vidyapeeth Department of Engineering and Technology.
  • Invited as a resource person for Three Days workshop on "AWS cloud” organized by Rajiv Gandhi Institute of Technology.
  • Invited as an expert and Conducted hands-on session for ATAL FDP on Cyber Security: Advanced Level (online) by Dr. Babasaheb Ambedkar Technological University.
  • Invited to conduct a session on "Cyber Awareness for Girls” on the occasion of National Girl Day organized by Theem College of Engineering.
  • Conducted an expert session on "Applications of Artificial Intelligence” for Bharati Vidyapeeth’s College of Engineering, Navi Mumbai.
  • Conducted hands-on session on "Dynamodb and Elasticache" for Vidyavardhini College of Engineering and Technology, Vasai.
  • Conducted hands-on session on "AWS Cloud" for B.Tech. students at Vishwatmak College of Engineering, Thane.
  • Conducted hands-on session on "Blockchain Technology" for M.Tech. students at Sardar Patel institute of Technology, Andheri.
  • Conducted hands-on session on "Cyber Security Fundamentals" at Short Term Training Program organized by Vidyavardhini College of Engineering and Technology, Vasai.
  • Conducted hands-on session on "Cyber Security Tools" at Short Term Training Program organized by Vidyavardhini College of Engineering and Technology, Vasai.
  • Conducted hands-on session on "various tools used in cyber security" at FDP on "Cyber security awareness" organized by Amity school of engineering and technology, Amity University Mumbai.
  • Conducted a three days’ workshop on "Cloud Computing-AWS” at Rajiv Gandhi Institute of Technology, Mumbai.
  • Conducted guest lecture on "ASP .NET” for a Last Year student of Computer Engineering at K. J. Somaiya College of Engineering, Somaiya University, Mumbai.
  • Delivered an invited talk on "Future of Computer Science and IT” for Anuradha engineering College, Chikhli.
  • Conducted hands-on session on "Cyber Awareness” for a Staff Development Program at Amity School of Engineering and Technology, Amity University Mumbai.
  • Conducted a hands-on session on "Big Data Driven Approaches in Basic Sciences" for a refresher course held at UGC Human Resource Development Center, University of Mumbai.
  • Conducted hands-on session on "ChatBot Development" for a faculty development program held at Theem College of Engineering,Boisar, Mumbai.
  • Conducted Webinar on "Open Source Tools used in IT” for the CSI-Terna Engineering College,Nerul.
  • Conducted a hands-on session on "Latest Trends in IT" for a faculty development program held at Amity School of Engineering and Technology, Amity University Mumbai.
  • Conducted Webinar on "Latest Trends in IT” for the RMD Sinhgad School of Engineering,Warje,Pune.
  • Conducted webinar on "Use of IoT in Healthcare” for Samarth Group of Institutions College of Engineering.
  • Conducted webinar on "Use of Internet of Things in Healthcare” for Bhagwat Institute of Engineering, Barshi.
  • Conducted refresher course on "Learning Management System” for a faculty development program held at Amity School of Engineering and Technology, Amity University Lucknow.
  • Conducted hands-on session on "Moodle-Learning Management System-II" for a faculty development program held at Amity School of Engineering and Technology, Amity University Mumbai.
  • Conducted hands-on session on "Moodle-Learning Management System" for a faculty development program held at Amity School of Engineering and Technology, Amity University Mumbai.
  • Conducted Webinar on "Latest Trends in IT” for the Computer Engineering Department of Bharati Vidyapeeth, Pune.
  • Conducted Webinar on "Latest Trends in IT” for Technojack Infosolutions, Mumbai.
  • Conducted hands-on session on "Cyber Security" by using Kali Linux for a faculty development program held at Dr. Babasaheb Ambedkar Technological University, Lonere.
  • Conducted Short term training program AICTE-ISTE Approved on "Blockchain and its Application” at Ramrao Adik Institute of Technology, Nerul.
  • Conducted Two Days workshop on "Machine Learning and Deep Learning by using Python” at Sanjeevan Institute of Engineering and Technology, Kolhapur.
  • Conducted One day workshop on "Kali Tools for System Security and Digital Forensic” at Anjuman-I-Islam's Kalsekar Technical Campus, New Panvel.
  • Conducted One day workshop on "Cyber Security” at Anjuman-I-Islam's Kalsekar Technical Campus, New Panvel.
  • Conducted One day workshop on "Networking with Linux” at Anjuman-I-Islam's Kalsekar Technical Campus, New Panvel.
  • Conducted Two days workshop on "Machine Learning with Python” at Terna College of Engineering, Nerul.
  • Conducted Two days workshop on "Machine Learning with Python” at Anjuman-I-Islam's Kalsekar Technical Campus, New Panvel
  • Conducted a seminar on "AI in Medicine” at Vidyalankar Institute of Technology, Wadala.
  • Conducted a one day workshop on "Django Framework” at Ramrao Adik Institute of Technology, Nerul.
  • Conducted Two days workshop on "Blockchain and Cryptocurrency” at Terna College of Engineering, Nerul.
  • Conducted Two Days workshop on "Latest Trends in Web Development” which covers the PHP, Wordpress , E -Commerce and Node.js at Ramrao Adik Institute of Technology, Nerul.
  • Conducted a one day workshop on "Python & MongoDB” at K C College of Engineering, Thane.
  • Conducted Hands on Session on "MONGODB with python” at Sardar Patel Institute of Technology Under Skill Development Program(SCOPE).
  • Conducted Hands on Session on "Sqlite with python” at Sardar Patel Institute of Technology Under Skill Development Program(SCOPE).
  • Conducted a workshop on "Python” at Livewire Andheri.
  • Conducted Seminar on "NS2” at Saraswati College of Engineering, Kharghar.
  • Resource person for One day Workshop on "Web Development and SEO” at Ideal Institute of Technology, Thane.
  • Resource person for Two day Workshop on "Web Development and SEO” and "Cloud Computing” at Trinity College of Engineering, Pune.

Collaborative Projects:

  • Successfully completed a project with the Ruia College for "The International Genetically Engineered Machine Competition” which won the US Award held by Wiki at Boston.

URL: http://2018.igem.org/Team:Ruia-Mumbai

Certificate Courses:

  • Successfully completed the course on "Complete Python Course: Beginner to Advanced” provided by Udemy.
  • Successfully completed the course on "Palo Alto Networks Academy Cyber security Foundation” provided by Coursera.
  • Successfully completed the course on "AWS Fundamentals: Going Cloud-Native” provided by Coursera.
  • Successfully completed the course on "Linux For Developers” provided by Coursera.
  • Successfully completed the 08 week course on "Cloud Computing” provided by NPTEL.
  • Successfully completed the 04 week course on "course Effective Engineering Teaching In Practice” provided by NPTEL.
  • Successfully completed the course on "Machine Learning Absolute Beginner” provided by Udemy.
  • Successfully completed the course on "Complete Machine Learning Master Class from Scratch” provided by Udemy.
  • Successfully completed the 12 week course on "Blockchain Architecture Design and Use cases” provided by NPTEL.
  • Successfully completed the course on "Linux Fundamentals by IT professionals” provided by Udemy.
  • Successfully completed the course on "Introduction to Cloud Computing” provided by Udemy.
  • Successfully completed the course on "Git and Github crash course creating a repository from scratch” provided by Udemy.
  • Successfully completed the "DB2 9 Fundamentals” Software Course from IBM Centre of Excellence at MGM’s CET.
  • Successfully completed the "Rational Application Developer (RAD)” Software Course from IBM Centre of Excellence at MGM’s CET.
  • Successfully completed the "Tivoli Directory Server (TDS)” Software Course from IBM Centre of Excellence at MGM’s CET.
  • Successfully completed the "Hardware & Networking (A+ & N+)” course from NIIT.
  • Successfully completed the "Career Edge” Software Course from TCS-ion.
  • successfully completed "How to Become a Hacker”: Learn to Hack How Ethical White Hats Do course by BitDegree.
  • Successfully completed the "Cyber Security” course from Amity Future Academy.
  • Successfully completed "Artificial Intelligence and Machine Learning” course by Eduonix Learning Solutions.
  • Successfully completed the "Blockchain Use cases” course from Amity Future Academy.
  • Successfully completed the "Machine Learning and Artificial Intelligence” course from Amity Future Academy.
  • Successfully completed the "Ethereum” course from Amity Future Academy.
  • Successfully completed "Cloud Computing from Scratch” course by Eduonix Learning Solutions.
  • Successfully completed the "Docker for Beginners” course by Eduonix Learning Solutions.
  • Successfully completed "The fundamentals of Digital Marketing” examination from Google.
  • Successfully completed "Be a White Hat Hacker and Pen Tester” course by Eduonix Learning Solutions.
  • Successfully completed the course on "The Complete Java Course” provided by Udemy.
  • Successfully completed the course "Java Programming Fundamentals” provided by Udemy.
  • Successfully completed the course "Innovations in Education through Remote Learning” provided by Udemy.
  • Successfully completed the course "Docker Essentials” provided by Udemy.
  • Successfully completed the course "Complete Website Development in CMS PHP and Mysql from Scratch” provided by Udemy.
  • Successfully completed the course "Cloud Computing” provided by Udemy.

FDP/STTP/Workshops Attended:

  • Successfully completed an online one-week Faculty Development Program on "Blockchain Ecosystem and Use Cases” organized by NMIMS University Mumbai.
  • Successfully completed an online one-week Faculty Development Program on "Data Engineering” organized by VNR Vignana Jyothi Institute of Engineering and Technology.
  • Successfully completed an online one-week Faculty Development Program on "Ethical Hacking” organized by VNR Vignana Jyothi Institute of Engineering and Technology.
  • Attended an online one-week Short term training Program on "Latex” organized by Amity University, Mumbai.
  • Attended an online one-week Faculty Development Program on "Data Science” organized by Indian Institute of Information Technology Una.
  • Successfully completed an online one-week Faculty Development Program on "Quantum Computing” organized by MET's Institute of Engineering.
  • Attended an online one week Faculty Development Program on "Recent Trends in Computations” organized by Department of Computer Engineering ,VIT,Pune.
  • Attended an online one week Faculty Development Program on "Recent and Emerging Trends in Information Technology” organized by Dr. D. Y. Patil Institute of Technology, Pimpri, Pune.
  • Attended an online one week short term training Program on "Smart Computing” organized by D. J. Sanghvi College of Engineering.
  • Attended FDP-Shaping a Data Science Curriculum by SAS.
  • Attended AICTE Sponsored One Week FDP on "Blockchain and Its Applications” organized by Vivekanand Education Society's Institute of Technology, Mumbai.
  • Attended an AICTE Sponsored Two Week FDP on "Insights into Intelligent Automation, Machine Learning and Data Science : Data Science and Its Applications” organized by Electronics Engineering Department, Sardar Patel Institute of Technology, Andheri(W), Mumbai.
  • Attended an AICTE Sponsored Two Week FDP on "Insights into Intelligent Automation, Machine Learning and Data Science: Foundation of Data Science” organized by Electronics Engineering Department, Sardar Patel Institute of Technology, Andheri(W), Mumbai.
  • Attended "India Technology Week” event from 14th-15th October,2020.
  • Attended one week National Level Online Faculty Development Program on "Online Teaching-Learning Processes using ICT Tools for Education 4.0" organized by Department of Information Technology, SVPCET Nagpur, in association with Computer Society of India.
  • Attended an online one week Faculty Development Program on "Python Django” organized by Department of Computer Engineering , K. J. Somaiya Institute of Engineering and Information Technology, Sion, Mumbai.
  • Attended "AWS Innovate 2018” Online Conference.
  • Attended the short term training program on ".NET Technology” organized by Saraswati College of Engineering, Kharghar.
  • Attended the faculty development training program on "Ruby and Python programming” organized by Saraswati College of Engineering, Kharghar.
  • Attended the short term training program on "Open Source Technology” organized by Vasantdada Patil college of Engineering,Sion.
  • Attended the "Cloud Platform Development Using Openstack” workshop conducted by MIT Academy of Engineering.
  • Attended the "Ethical Hacking and Information Security” workshop conducted by Kyrion Digital Securities.
  • Attended a 3 days online workshop on "Education 4.0" organised by IQAC, Atharva College of Engineering.
  • Completed training on "Mysql and PHP” from the Spoken Tutorial Project, IIT Bombay.
  • Completed training on "Linux” from the Spoken Tutorial Project, IIT Bombay.
  • Completed training on "Java” from the Spoken Tutorial Project, IIT Bombay.
  • Completed training on "R Programming” from the Spoken Tutorial Project, IIT Bombay.
  • Completed training on "Python 3.4.3” from the Spoken Tutorial Project, IIT Bombay.
  • Attended "Faculty Program on NBA” by Bharati Vidyapeeth College of Engineering.
  • Attended the National Level Webinar on "Role of WIPO in Preservation of Intellectual Property” organized by Dayanand Education Society’s Dayanand College of Law, Latur.
  • Attended the One day online session on "Automation in IT” organized by Amrutvahini College of Engineering.
  • Attended the National Level Webinar on "Role of Review of Related Literature in the Research” organized by Gajananrao Pandurang Patil College of Arts & Sci (IT) .
  • Attended the National Level Webinar on "CyberSecurity - Foundations & Practises” organized by Jeppiar Engineering College, Chennai.

Administrative Experience

  • Course Design (AI & DS B.Tech)
  • Member of E-Cell
  • Faculty Member of Techcider
  • Working as Faculty Advisor for the Google Developer Student Clubs for Nmims Navi Mumbai Campus.
  • Working as Student Counsellor for IEEE student branch-Nmims Navi Mumbai.
           
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