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A premier engineering college in the state, located at Kochi

COLLEGE CODE : MUT

Affiliated to APJ Abdul Kalam Technological University
Approved by AICTE

[email protected] | 0484-2883300/0484-2732100/111

Relentless passion for excellence...

(Promoted by The Muthoot Group)

NameMs.Dimple Elizabeth Baby
DesignationAssistant Professor
SpecializationComputer Science and Engineering
E-Mail ID [email protected]
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Ms. Dimple Elizabeth Baby

 Educational Qualifications

  • B. Tech. – MG University (2010)
  • M. Tech. – MG University (2012)
  • Pursuing PhD- (KTU)
  • GATE Qualified (GATE 2017)
  • NET Qualified (CBSE-UGC NET January 2018)

Specializations

  • Computer Science and Engineering

Current Research Interest

  • Computer Vision, Vision Transformers, Generative AI

Professional Training

  • Certified AI Professional –NIELIT Calicut (3 Months)
  • Professional certification by Google in Data Analytics
  • Wipro Certified Faculty (WCF) in JAVA Full stack

List of Publications/Conferences  

  • Presented the paper “Automated System for Identifying Vaccinated Person by Iris Recognition Technique using Deep Learning” in International Conference on Advances in Signal Processing, VLSI, Communications and Embedded Systems, July 2022 and the paper accepted for AIP proceedings indexed by Scopus and Web of Science.
  • Published a paper entitled “An Investigation of Biometric Liveness Detection Using Various Techniques” in IEEE proceedings of International Conference on Inventive Systems and Control, October 2017. [Scopus Indexed]
  • Published a paper entitled Liveness Detection of Fingerprint, Face, Iris Using Convolutional Networks and Local Binary Patterns” in the International Journal of Innovative Research in Science, Engineering and Technology, 6, Issue 4, April 2017.
  • Published a paper entitled “Evaluating the Reliability of WRP: Wireless Routing Protocol Using UGFT: Universal Generating Function Technique” in International Journal of Control Theory and Applications, ISSN: 0974-5572, 2017.
  • Published a paper entitled A Novel TTP with Checksum Row Authorization Algorithm for Access Control and Data Protection in Collaborative Mobile Computing Environment “, in the International Journal of Innovative Research in Science, Engineering and Technology, 2, Issue 4, pages:1222-1229, April 2013.
  • Published a paper entitled “Shielding Server: A Novel TTP with Checksum Block Authorization for Data Protection and Privacy in Collaborative Mobile Computing Environment”, in proceedings of the International Conference on Computer Science & Application, organized by Baselios Thomas I Catholicose College of Engineering & Technology,Koothattukulam and IRNET in 2012.

Short Term Courses Attended

  • Participated in a five-day FDP on “ML&DL applications in Computer Vision” organized by Adi Shankara Kalady during 30/01/2023 to 03/02/2023.
  • Participated in a faculty training program in “Java Full Stack” by Wipro Ltd during 07/12/2022 to 23/12/2022.
  • Participated in a two weeks (40 hours) online certificate course on “Machine Learning for Computer Vision” jointly organized by the Electronics and ICT Academies at IIT Roorkee, MNIT Jaipur, NIT Patna, NIT Warangal and PDPM IIITDM Jabalpur during Feb 21- Mar 4, 2022
  • Participated in Five Day Faculty Development Programme on “Recent Trends and Applications of NLP” organised by SCMS from 14th – 18th February 2022
  • Participated in Two-week Joint Online Programme on “Deep Learning and Applications” organised by IITG, IITK, IITR, MNITJ, NITP, NITW and PDPM IIITDMJ, from August 23-September 3, 2021
  • Participated in Five Day Faculty Development Programme on” Practical data science” by St. Joseph’s College of Engg. and Tech. Palai, from 19.07.2021 to 23.07.2021.
  • Participated in Five Day Faculty Development Programme on “Machine Learning and Deep Learning using Python” by UKF college from 14.06.2021 to 18.06.2021.
  • Participated in Five Day Faculty Development Programme on “Python for Machine Learning” organized by GEC Palakkad from 14th to 18th September ,2020
  • Participated in Five Day Faculty Development Programme on “Artificial Intelligence in Natural language Processing” organized by MITS from 8th Feb to 12th Feb, 2021
  • Participated in Five Day Faculty Development Programme on “Analysis and Implementation of data secuirity on host and networks” organized by MITS from 10th May to 15 th May,2021
  • Participated in Five Day Faculty Development Programme on “Deep Learning and Natural Language Processing” organized by Rajagiri School of Engineering and Technology from 10th -14th August 2020
  • Participated in STTP on the topic “Data Science & Machine Learning using Python” organized by CUSAT in August 2020.

Invited Talks

  • Delivered a hands-on session on “Use of Python packages for classification problem” for FDP on “Demystifying Machine Learning Algorithms” organized by MITS in 2022
  • Delivered a session on “Use of Machine learning in building a model” as part of IT Empowerment for Senior Managers and Employees of Muthoot Group in 2022
  • Delivered a hand on session on “Natural Language Processing” as part of JUMPSTART version 1.0 at Catholicate HSS Pathanamthitta in 2022.
  • Delivered a hand on session on “Hands on Session on AI/ML using Nocode AI builder tools” as part of JUMPSTART version 2.0 at Rajarshi Memorial HSS Vadavucode in 2022.
  • Delivered a session on “Introduction to Python packages” as part of a Workshop on Advanced Python Programming conducted by CSE Department MITS in 2021.

Professional Experience

  • Teaching- 9 Years

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