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Dr. Ravichandran M.

Assistant Professor (SG), Department of Electronics and Communication Engineering, School of Engineering, Chennai

Qualification: B.E., M.E., Ph.D
m_ravichandran@ch.amrita.edu
Research Interest: IoT, Embedded Systems, Smart Healthcare, Wearable Devices, Autonomous Vehicles, Intelligent Transport Systems, Energy Management and Optimization, Machine Learning, Deep Learning

Bio Publications Academic Qualifications Work Expérience Research Experience Awards & Achievements Membership of Professional Bodies Subjects Handled Skill Development Courses
Bio

Dr. Ravichandran Muralidharan currently serves as an Assistant Professor (Selection Grade) in the School of Computing, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai Campus. He earned his doctoral degree in the field of Intrusion Detection Systems (Network Security) under the Faculty of Information and Communication Engineering from Anna University, Chennai. It is noteworthy to mention that he has designed the prototype model of the VHF/UHF antenna for the ANUSAT microsatellite launched by ISRO in collaboration with Anna University. He has 21 years and 2 months of teaching experience after Masters in Optical Communication from College of Engineering, Anna University. His core area of research interest include Autonomous Vehicles, Intelligent Transport Systems, Network Security (IDS), Block Chain Technology, Bio-medical Engineering. He has completed two Research Grants in his career so far and has mentored 45 Undergraduate Projects and 11 Post Graduate Projects. He has 38 research publications and has active participation in 6 International Conferences, 21 Workshops and 11 FDP programmes. He has also organized 4 National Workshops and 1 National Conference and has been resource speaker for academic and industry organizations. He is a proud recipient of “Outstanding Scientist” award from Venus International Research Foundation in the year 2018 and also been awarded as “Outstanding Reviewer” from Elsevier Journal. He is also a reviewer in journal titled “International Journal of Engineering and Technology (UAE)” published by Science Publishing Corporation and Editorial board member of “International Journal of Advanced Development in Science and Technology”. He has also evaluated two doctoral thesis so far in his career. He is also a Chartered Engineer (CEng) and a member of IEEE, IEI, ISTE, IAENG, and SDIWC professional organizations.

Publications

Journal Article

Year : 2014

A software based approach for detecting Intrusion in Wireless Adhoc Networks

Cite this Research Publication : M. Ravichandran, C S Ravichandran, “A software based approach for detecting Intrusion in Wireless Adhoc Networks”, Research Journal of Applied Sciences, vol.9, no.5, pp.257-261, 2014.

Publisher : Research Journal of Applied Sciences

Year : 2014

A Software Based Approach for Detecting Intrusion in Wireless Ad Hoc Networks

Cite this Research Publication : M. Ravichandran, C S Ravichandran, A Software Based Approach for Detecting Intrusion in Wireless Ad Hoc Networks, Research Journal of Applied Sciences, vol.9, no.5, pp.257-261, 2014. DOI: 10.36478/rjasci.2014.257.261

Year : 2014

A Self Learning Algorithm for Anomaly Based Intrusion Detection System using Genetic Neural Network

Cite this Research Publication : M. Ravichandran, C S Ravichandran, A Self Learning Algorithm for Anomaly based Intrusion Detection System using Genetic Neural Network, International Journal of Soft Computing, vol. 9, no.3, pp.117-121, DOI: 10.36478/ijscomp.2014.117.121, 2014.

Year : 2014

A Technique to Parallelize Network Intrusion Detection using Multicore Network Processors

Cite this Research Publication : M. Ravichandran, C S Ravichandran, A Technique to parallelize Network Intrusion Detection using Multicore Network Processors, Asian Journal of Information Technology, 13(4): 235-241, 2014, DOI: 10.36478/ajit.2014.235.241

Year : 2012

Efficient Classifier for R2L and U2R Attacks

Cite this Research Publication : Gifty P. Jeya, M. Ravichandran and C. S. Ravichandran, Efficient Classifier for R2L and U2R Attacks, International Journal of Computer Applications, 45(21), 29-32, May 2012. Published by Foundation of Computer Science, New York, USA, DOI: 10.5120/7076-9751

Publisher : Foundation of Computer Science, New York, USA

Year : 2010

Processor Performance Enhancement Using Self-Adaptive Clock Frequency

Cite this Research Publication : Dr. C. S. Ravichandran, M. Ravichandran M. E. and Sasikala D., Processor Performance Enhancement Using Self-Adaptive Clock Frequency, International Journal of Computer Applications, 3(11):19–26, July 2010. Published By Foundation of Computer Science, New York, USA

Publisher : Foundation of Computer Science, New York, USA

Year : 2010

SACOM: Secure Ant Colony Optimization for MANETs

Cite this Research Publication : Ramkumar. K.R, Ravichandran. M, Hemachandar. N, ManojPrasadh. D and GaneshKumar. M, SACOM: Secure Ant Colony Optimization for MANETs, published in the International Association of Computer Science and Information Technology (IACSIT) in the International Journal of Computer and Electrical Engineering (IJCEE), Vol.1 (2): 165-170 ISSN: 1793-8163
DOI: 10.7763/IJCEE.2009.V1.25 , (2010)

Year : 2010

HPRAAM – Hybrid Parallel Routing Algorithm using Ant Agents for MANETs

Cite this Research Publication : Ramkumar K. R., Ravichandran, Ganesh Kumar M., Hemachandar N., Manoj Prasadh D., HPRAAM - Hybrid Parallel Routing Algorithm using Ant Agents for MANETs, International Association of Computer Science and Information Technology (IACSIT),  International Journal of Engineering and Technology (IJET), Vol.1(1): 102-106 ISSN: 1793-8236
DOI: 10.7763/IJET.2009.V1.19 

Conference Paper

Year : 2024

Enhancing Migraine Diagnosis and Classification with TabNet: A Data-Driven Approach

Cite this Research Publication : S. N. Mudassir and R. M, "Enhancing Migraine Diagnosis and Classification with TabNet: A Data-Driven Approach," 2024 14th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India, 2024, pp. 679-684

Publisher : IEEE Xplore

Year : 2024

Smart Traffic Control: Adaptive Signal Management Based on Real-time Lane Detection using YOLOv8

Cite this Research Publication : M. Ravichandran, K. Laxmikant and A. Muthu, "Smart Traffic Control: Adaptive Signal Management Based on Real-time Lane Detection using YOLOv8," 2024 International Conference on Automation and Computation (AUTOCOM), Dehradun, India, 2024, pp. 174-180, doi:10.1109/AUTOCOM60220.2024.10486180. (IEEE Xplore)

Publisher : IEEE

Year : 2024

IOT Based Energy Monitoring and Optimization for Household Appliances

Cite this Research Publication : Kandula Arun Kumar, Dr Ravichandran M, “IOT Based Energy Monitoring and Optimization for Household Appliances”, 2024 (Under Publication)

Year : 2023

Enhanced CNN Architecture with Comprehensive Performance Metrics for Emotion Recognition

Cite this Research Publication : M. Ravichandran, P. Praveenna Bharathi, “Enhanced CNN Architecture with Comprehensive Performance Metrics for Emotion Recognition”, 13th International Conference on Information Systems and Advanced Technologies (ICISAT 2023), Dec 29-30, 2023, Hammamet, Tunisia. (Springer Publication)

Publisher : Springer

Year : 2023

Efficient Vehicle Detection and Classification using YOLO v8 for Real-Time Applications

Cite this Research Publication : M. Ravichandran, K. Laxmikant and A. Muthu, "Efficient Vehicle Detection and Classification using YOLO v8 for Real-Time Applications," 2023 Global Conference on Information Technologies and Communications (GCITC), Bangalore, India, 2023, pp. 1-5

Publisher : Global Conference on Information Technologies and Communications (GCITC)

Year : 2023

Alzheimer’s Disease Detection Using Transfer Learning: Performance Analysis of InceptionResNetV2 and ResNet50 Models

Cite this Research Publication : Sanjeev Kumar K, B Saketh Reddy, M Ravichandran, “Alzheimer's Disease Detection Using Transfer Learning: Performance Analysis of InceptionResNetV2 and ResNet50 Models”, 2023 Seventh International Conference on Image Information Processing organized by Jaypee University of Information Technology, November 22-24, 2023 (IEEE Xplore Publication)

Publisher : IEEE Xplore

Year : 2023

Leaf Disease Detection using CNN, MobileNet, DenseNet, SVC, Resnet-50, ANN

Cite this Research Publication : Raja Varunk K, Nikhil D, Sandeesh N, Sai Abi Kireeti P and Dr Ravichandran M, “Leaf Disease Detection using CNN, MobileNet, DenseNet, SVC, Resnet-50, ANN”, International Conference on Engineering & Technology (ICET-23), Association for Scientific and Academic Research (ASAR), Ludiana, India, 23rd April 2023

Publisher : International Conference on Engineering & Technology (ICET-23)

Year : 2019

Flying Robot

Cite this Research Publication : Dr. Ravichandran M., Azhaar Saleem Khalfan Al-Fahdi, Ghizlan Hamed Humaid Al-Aasmi, Hanan Mohammed Said Al Mahrouqi, Zahra Ali Yasir Al-Qassabi, Flying Robot, Proceedings of the 8th National Symposium on Engineering Final Year Projects, University of Nizwa, 2019.

Year : 2018

Autonomous Rover for Landmine Detection in a Battle Field

Cite this Research Publication : Dr Ravichandran M, Jwaher Saif Khamis Al-Sawafi, Laila Mahmood Senan Al Senani, Omyma Ali Mohammed Al Jamoodi, Shareefa Saif Abdullah Al Bahri, Tasneem Hamed Mohammed Al Abri, Autonomous Rover for Landmine Detection in a Battle Field, Proceedings of the 8th National Symposium on Engineering Final Year Projects, University of Nizwa, 2018.

Year : 2017

Internet Speed-o-Meter with Link Failure Alert Circuit

Cite this Research Publication : Dr. Ravichandran M., Dalal Hamed Mansoor Al-Salmi, Basma Khalfan Talib Al-Mahroqi, Bushra Hammad Hamood Al-Wardi, Rakiyah Hamood Al-Hinai, Safiya Hamood Al-Hinai, Wafa Salim Amir Al-Khatri, Internet Speed-o-Meter with Link Failure Alert Circuit, Proceedings of the 7th National Symposium on Engineering Final Year Projects, University of Nizwa, 2017. (Best Paper Award)

Year : 2017

Food Detector with Calorific Value Estimator

Cite this Research Publication : Dr. Ravichandran M., Shurooq Abdullah Al Abri, Maimoona Said Al Kindi, Fatima Dawood Al Rashdi, Juhaina Sulaiyam Al Mahrouqi, Safa Abdullah Al Mahrouqi, Food Detector with Calorific Value Estimator, Proceedings of the 7th National Symposium on Engineering Final Year Projects, University of Nizwa, 2017.

Year : 2012

Identification of Portscan Attack in a Wireless LAN through Anomaly Detectio

Cite this Research Publication : Ms. M. Vidhya, Ms. P. GiftyJeya, Mr. M. Ravichandran, Mr. Shailesh R Chansarkar, “Identification of Portscan Attack in a Wireless LAN through Anomaly Detection”, pg. no. 286-291,12th April 2012, Proceedings of 6th National Conference on Recent Trends in Information Technology and Communication – 2012, Department of Information Technology, Velammal Engineering College, Chennai – 600066

Publisher : Proceedings of 6th National Conference on Recent Trends in Information Technology and Communication

Year : 2012

Implementation of Intrusion Detection System and its Behaviour Modeling Using Fisher Linear Discriminant Analysis

Cite this Research Publication : P. Gifty Jeya, M. Ravichandran, Dr. C.S. Ravichandran, Implementation of Intrusion Detection System and its Behaviour Modeling Using Fisher Linear Discriminant Analysis, Proceedings of 6th National Conference on Recent Trends in Information Technology and Communication – 2012, pg. no. 277-281, Department of Information Technology, Velammal Engineering College, Chennai – 600066, 12th April 2012

Year : 2011

Parallel Vector Processing for Anomaly Based Intrusion Detection in Network Processor

Cite this Research Publication : Ravichandran M., Divya Dharshini U., Ravichandran C. S., Parallel Vector Processing for Anomaly Based Intrusion Detection in Network Processor, Proceedings of IEEE NCVIT National Conference, GCT Coimbatore, March 2011.

Year : 2011

Anamoly Based Intrusion Detection System based on Genetic Neural Network Using FPGA’s with On-Chip Network Interface

Cite this Research Publication : Rajkumar J. M., Ravichandran M., Ravichandran C. S. (2011), Anamoly Based Intrusion Detection System based on Genetic Neural Network Using FPGA’s with On-Chip Network Interface, Proceedings of National Conference on Computer and Communication Technologies, pp2, February 25 -26, 2011, DMI College of Engineering, Chennai, Tamil Nadu, India.

Year : 2010

Processor Performance Enhancement using Self-Adaptive Clock Frequency

Cite this Research Publication : Sasikala D., M. Ravichandran, Processor Performance Enhancement using Self-Adaptive Clock Frequency, 12th Feb 2010, International Conference on Innovative Computing Technologies, (MKCE-ICICT 2010), Karur.

Year : 2009

Analysis and Performance Improvement of Coexistence Management Schemes for Bluetooth and WLAN

Cite this Research Publication : U. Pooranima, M. Ravichandran, Analysis and Performance Improvement of Coexistence Management Schemes for Bluetooth and WLAN, International Conference on Machine Learning and Computing (ICMLC 2009), 10 - 12, July 2009, Perth, Australia.

Year : 2009

SACOM: Secure Ant Colony Optimization for MANETs

Cite this Research Publication : K. R. Ramkumar, M. Ravichandran, N. Hemachander, D. Manoj Prasadh, M. Ganesh Kumar, SACOM: Secure Ant Colony Optimization for MANETs, IEEE International Advance Computing Conference, March 6-7, 2009, Thapar University, Patiala.

Year : 2009

HPRAAM: Hybrid Parallel Routing Algorithm using Ant Agents for MANETs

Cite this Research Publication : K. R Ramkumar, M Ravichandran, N Hemachander, D. Manoj Prasadh, M. Ganesh Kumar, HPRAAM: Hybrid Parallel Routing Algorithm using Ant Agents for MANETs, IEEE International Advance Computing Conference, March 6- 7, 2009, Thapar University, Patiala.

Year : 2009

AR RAAM: A Reliable Routing Algorithim Using Ant Agents for Manets

Cite this Research Publication : Nisha, M., Ganesh Kumar, M., Hemachandar, N., Manoj Prasadh, D., Ramkumar, K.R., Ravichandran, M. (2009). AR RAAM: A Reliable Routing Algorithim Using Ant Agents for Manets. In: Qi, L. (eds) Applied Computing, Computer Science, and Advanced Communication. FCC 2009. Communications in Computer and Information Science, vol 34. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02342-2_13 (Springer)

Publisher : Springer

Year : 2009

RAAM: Routing algorithm using ant agents for manets

Cite this Research Publication : K. R Ramkumar, M Ravichandran, N Hemachander, D Manoj Prasadh, M Ganesh Kumar, RAAM - Routing Algorithms using Ant Agents for MANETs, 11th IEEE International Conference on Advanced Communication Technology, Feb 15th - Feb 18th 2009, Phoenix Park, South Korea. (IEEE Paper)

Publisher : IEEE

Year : 2009

Secure Content Processing and Distribution by Intermediaries

Cite this Research Publication : Preethi J., M. Ravichandran, Secure Content Processing and Distribution by Intermediaries, National Conference on Emerging Trends in Computer Science and Engineering 2009 (ETICSE 09), Feb 20, 2009, KSR College of Technology, Tiruchengode.

Year : 2008

Misbehavior Resilient Multi-Path Data Transmission in Mobile Adhoc Networks

Cite this Research Publication : “Misbehavior Resilient Multi-Path Data Transmission in Mobile Adhoc Networks” National Research Conference on Challenges & Innovations in Information Technology organized by Department of CSE- PG, Kongu Engineering College, 16 February 2008.

Year : 2008

A Vehicular Overspeeding Detector and Controller

Cite this Research Publication : M. Ravichandran, A Vehicular Overspeeding Detector and Controller, National Conference on Wireless Networks and Security (NCWNS - 2008) organized by Dept. of ECE, SVCE, July 23 - July 25, 2008.

Year : 2008

Controlled Flooding Search Strategies for a Node or an Object in a Large Network to exploit File Sharing Heterogeneity

Cite this Research Publication : Mr. Rashid Hussain, Mr. M. Ravichandran, Controlled Flooding Search Strategies for a Node or an Object in a Large Network to exploit File Sharing Heterogeneity, Fourth National Conference on Advances in Computer Engineering and Networking (ACENET'08) held in PSNA College of Engineering and Technology on March 15, 2008.

Year : 2008

Misbehavior Resilient Multi-Path Data Transmission in Mobile Ad-hoc Networks

Cite this Research Publication : Ravichandran M., Misbehavior Resilient Multi-Path Data Transmission in Mobile Adhoc Networks, National Research Conference on Challenges & Innovations in Information Technology organized by Department of CSE- PG, Kongu Engineering College, 16 February 2008.

Academic Qualifications
Course Passed(FullTime/Regular)& Discipline Institute/University Year ofPassing PercentageofMarks
Ph.D (NetworkSecurity: IntrusionDetectionSystem) Anna University,Chennai April,2015 Completed
Master ofEngineering inOpticalCommunication(M.E. – OpticalCommunication) College ofEngineering, AnnaUniversity,Chennai– 25. Dec, 2002 CGPA= 7.192 First Class
Bachelor of Engineeringin Electronics andCommunication (B.E. -E.C.E) Sri VenkateswaraCollege ofEngineering,Sriperumbuduraffiliated to UniversityofMadras Apr, 2000 70.467 First Class
HigherSecondary(12thStd) D.A.V. MatriculationHigher SecondarySchool, Chennai-50 1996 82.0 First Class,Distinction
SeniorSecondary(10thStd) ValliammalMatriculationHigher Sec.School, Chennai – 102 1994 80.818 First Class,Distinction
Work Expérience
Institute/University Designation Date From (DD/MM/YYYY) Date to (DD/MM/YYYY) Experience
Amrita School of Computing,Chennai, Amrita VishwaVidyapeetham Assistant Professor(Selection Grade), Dept of ECE 22/08/2022 ToTillDate 1yearand 7 months & 15days
University of Technology andAppliedSciences-Nizwa, SultanateofOman Lecturer 20/12/2014 28/04/2022 7 years,4 months,9days
SaveethaSchoolofEngineering, SaveethaUniversity AssociateProfessor 01/06/2012 10/12/2014 2 years,6 months, 10days
Sri VenkateswaraCollege of Engineering,Sriperumbudur AssistantProfessor 01/06/2010 31/05/2012 1 year,11 months, 31days
Sri VenkateswaraCollege of Engineering,Sriperumbudur SeniorLecturer 01/06/2009 31/05/2010 11months, 31 days
Sri VenkateswaraCollege of Engineering,Sriperumbudur Lecturer 17/06/2005 31/05/2009 3 years,11 months, 15days
Aarupadai VeeduInstituteof Technology Lecturer 30/11/2004 29/04/2005 4months, 31 days
MamallanInstituteofTechnology Lecturer 02/12/2002 26/11/2004 1 year,11 months, 25days
Research Experience
Name of the Project Funding Agency Duration Fund Amount Status
Intrusion Detection in Wireless Adhoc Network using Adaptive Heuristic Algorithm Defense Research and Development Organization(DRDO) 3years(May 2009toMay 2012) Rs. 6.71 Lakhs Completed
Quadcopter powered point to point delivery for logistic industries Internal Research Grant, Nizwa College of Technology 1year 875 OMR Completed
Autonomous Drone based Locust Swarm Detection and Mitigation for Agricultural fields in Oman Research Grant, The Research Council, Sultanate of Oman 2year 15801 OMR Application Submitted
An Attention Enhanced Drone for Early Forest Fire Detection using Deep Reinforcement Learning Concept Note, The Research Center-Kochi, Amrita Vishwa Vidyapeetham 3years INR47,73,750 Application Submitted
Crafting Immersive Player Experiences with Emotionally Adaptive Game play Dynamics Sony India Faculty Research Award 1year USD12K Application Submitted
IOT based Fall Detection and Assist device for Elderly People Amrita –Amruthavarsham 70 –Internal Seed Grant 1year INR1,00,000 Application Submitted
CISCO Cerfitied Network Associate (CCNA) Certification Amrita Knowled Geen richment Training Program 6months INR3,00,000 Application Submitted
Microgravity Effects on Human Physiology (RES-HSFC-2023-001) ISRO Respond Basket 2023, Human Space Flight Center, ISRO,Bengaluru 3years INR35,36,880 Application Submitted
Awards & Achievements
  • Awarded the “Outstanding Scientist” in Venus International Research Awards 2018 organized by Venus Foundation on August 11, 2018.
  • Awarded the Outstanding Reviewer for Elsevier Journal of Computer and Electrical Engineering in 2015.
  • Achievement of 85% and above results in UG and 90% and above results in PG
  • Selected in the preliminary round for the Best Teacher Award (Year 2011 – 2012) in SVCE
  • Good Feedback from Students.

Other Achievements

  1. Resource Speaker for Wipro Fresher’s (Batch 2011) organized by Training & Placement Cell, Sri Venkateswara College of Engineering.
  2. Resource Speaker in the Technology based Entrepreneurship Development Programme on “Computer Hardware Maintenance” from 3rd November 2008 to 16th November 2008 organized by Entrepreneur Development Cell, Sri Venkateswara College of Engineering, implemented by Entrepreneurship Development Institute of India, Ahmedabad and sponsored by National Science & Technology Entrepreneurship Development Board, Department of Science & Technology, Government of India.
  3. Guest lecture delivered on “Design Perspectives for Digital Systems” on 24/08/2009 at St.Joseph College of Engineering, Sriperumbudur
  4. Guest lecture delivered on “Symmetric and Asymmetric Shared Memory Architecture” (Advanced Computer Architecture) on 21st February 2011 in Velammal Institute of Technology
  5. GATE coaching for students
  6. Editor Member in the editorial board of “International Journal of Advanced Development in Science and Technology”
  7. Reviewed IJASEIT journal paper titled “Feature Fusion in Multimodal Emotion Recognition System for Enhancement of Human-Machine Interaction” – Sep 7, 2020.
  8. Member on the panel of reviewers for “International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) 2021” organized on 25-27 March 2021 by Sri Siva Subramaniya Nadar (SSN) College of Engineering.
  9. IQAC Member, Dept of CSE, Amrita School of Computing, Chennai, Amrita Vishwa Vidyapeetham.
  10. Project Review Panel Member, Dept of CSE, Amrita School of Computing, Chennai, Amrita Vishwa Vidyapeetham.
  11. Association Samskriti Faculty Incharge – conducted Inauguration function and guest lecture by Ericcson India
  12. Reviewer for Wireless Communications, Signal Processing and Networking (WiSPNET 2023) organized by the Department of Electronics and Communication Engineering, SSN College of Engineering during March 29-31, 2023.
Membership of Professional Bodies
  1. Chartered Engineer (Chart. Engg – IEI)
  2. IEEE Member: 92349415
  3. Member in Institution of Engineers – IEI
  4. Solar Chartered Engineer (661454-N) – Solar Energy Society of India (SESI)
  5. ISTE Life Member (LM 58804)
  6. Member of International Association of Engineers-MIAENG (184077)
  7. Member of The Society of Digital Information and Wireless Communications – SDIWC (27230)
Subjects Handled
  1. Television Engineering, Advanced Solid State Devices, Communication System Lab, Optical Communication, Communication Theory and Systems, Optical Communication Lab, RF Lab,Comprehension Lab – in Maamallan Institute of Technology
  2. Medical Electronics, Advanced DSP (PG), Microprocessor Lab – in Aarupadai Veedu Institute of Technology
  3. Digital Principles and System Design, Electric Circuits and Electron Devices, Microprocessor and Microcontrollers, Digital Lab, Electric Circuits and Electron Devices Lab, Microprocessor Lab, Computer Architecture (PG), Network Security (PG) – Sri Venkateswara College of Engineering
  4. Satellite Communication and Broadcasting, Digital Principles and System Design, Mobile Communication, Basic Electronics and Circuits, Networking Lab, Microprocessors and Microcontrollers, MicroprocessorLab – Saveetha School of Engineering, Saveetha University
  5. Telecommunication Networks, Digital Electronics, Logic Circuits and Techniques, Fundamentals of Digital Electronics, Electronics-I, Cable and Fiber Splicing and Projects for Diploma Students – in University of Technology and Applied Sciences-Nizwa, Sultanate of Oman
  6. Embedded Systems, Computer Networks, Computer Organization and Architecture, Computer Hardware Essentials, Electrical and Electronics Engineering, Problem Solving and Algorithmic Thinking, Computer System Essentials – Amrita School of Computing, Chennai, Amrita Vishwa Vidyapeetham.
Skill Development Courses

Full Time Course Undergone

  1. CCNA NetAcad Course (Two Modules completed) – Earned Certificate of Merit for both the modules(Score >75%)
  2. Full Time Course of Advanced Training in “Electronics Instrumentation for Technicians” for two weeks from 16-07-2001 to 27-07-2001 organized by Advanced Training Institute, Directorate General of Employment &Training,MinistryofLabour, Governmentof India.
  3. Full Time Course of Advanced Training in “PLC Applications in Process Industries” for one Week from 09-07-2001 to13-07-2001organized by Advanced Training Institute, Directorate General of Employment &Training, Ministry of Labour, Governmentof India.

Part Time Certificate Course Undergone

  1. Cisco Certified Network Administrator Course completed with final exam score of 92%.
  2. Deep Learning with Pytorch:Image Segmentation – Coursera Certification (01/08/2023)
  3. Mastering Data Analytics with Pandas – Coursera Certification
  4. Getting Started in Google Analytics – Coursera Certification
  5. Part Time Certificate Course on “Network and Security Management (UNIX)”, conducted by Ramanujam Computing Centre, Anna University, Chennai from December 2004 to May 2005 (Performance Score:B).
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