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    This post was last updated on       May 15th, 2024

Dr. Chaitra M


Designation: Associate Professor

Area of specialization: Computer Science and Engineering

Date of Joining BNMIT: 19.10.2023

Nature of Association (Regular/Contractual/Adjunct): Regular

E-mail Id:

chaitram@bnmit.in

No. of years of Experience:

Teaching: 14.10 years

Research: 6+ Years

Qualification

Degree                  Institution Grade
Ph.D

(CSE)

 Jain University, BengaluruApril 2023Awarded
M.Tech (CSE) MVJ College of Engineering (MVJCE), BengaluruOctober 2009  FCD
 B.E    (ISE) Acharya Institute of Technology, BengaluruJuly 2006  FC

 

Experience

SI. NoDesignationInstitution/Organization/CompanyDuration
1.Associate ProfessorBNM Institute of Technology, Bengaluru, India. Oct 2023-Till Date
2.Associate ProfessorSJB Institute of Technology, Bengaluru, IndiaJuly 2023-Oct 2023
3.Assistant ProfessorSJB Institute of Technology, Bengaluru, IndiaJuly 2012-July 2023
4.LecturerAtria Institute of Technology, Bengaluru, India July 2009-July 2012
5.Internship TraineeISRO RADAR Development Unit, Bengaluru, IndiaJuly 2007-Oct 2007

Awards / Recognition

 

  1. “Certificate of Appreciation” for being a Distinguished Session Chair, & Panel of Reviewers in the “IEEE International Conference on Data Engineering and Communication Systems” (ICDECS) 2024, organized by RNS Institute of Technology, Bangalore.
  2. “Certificate of Appreciation” for being a Session Chair, & Technical Program Committee (TPC) member in the “International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications” (ICETCS) 2024, organized by BMS College of Engineering, Bangalore and IEEE Bangalore Section.
  3. “Letter of Appreciation” for being an Adjudicator for the Open Day Project Exhibition 2024, organized by JSSATE, Bangalore.
  4. “Certificate of Appreciation” for a contribution towards the GUIDANCE for the project “Criminal Face Detection & Recognition using DL”, for National Level Project Competition 2024, organized by Bangalore Institute of Technology, Bangalore.
  5. Certificate of appreciation for delivering the talk as a Resource person and sharing knowledge on Machine Learning and Deep Learning at Ghousia College of Engineering, Ramanagara, Karnataka, 12th Dec 2022
  6. Certificate of appreciation for delivering the talk on Python Programming – Five Days FDP, organized by the Mechanical Department, SJB Institute of Technology, Bengaluru, on 20th Oct 2022
  7. Recognized as an evaluator/judge in Student Project Exhibition-2023 (ISE, SJBIT); by addressing students and sharing research experience on different domains on 3rd May 2023.
  8. Recognized as Reviewer for the Springer-Q1 “International Journal of Multimedia Information Retrieval” from March 2023 to till Date

 

Industry / Institutional Collaboration

 

  1. Initiated MOU with Indian Tech-Keys – Born To Innovate, Bengaluru, on 22nd January 2022, focusing on Internship training for U.G. and G. students and providing Guest Lectures.
  2. Initiated MOU with Eucrypt Technologies Pvt. Ltd, Bengaluru, on 13th March 2021, mainly focusing on Placements with good packages from 8 to 10 lakh, Internship training and providing Guest Lectures

 

Reviewer in International Journal and Conference

  • Worked as Reviewer in the “IEEE International Conference on Data Engineering and Communication Systems” (ICDECS) 2024, organized by RNS Institute of Technology, Bangalore.
  • Worked as Reviewer in the “International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications” (ICETCS) 2024, organized by BMS College of Engineering, Bangalore and IEEE Bangalore Section.
  • Worked as a Reviewer for the First IEEE-International Conference on Integrated Intelligence and Communication Systems (ICIICS-2023), organized by Sharnbasva University, Kalaburagi, Karnataka, India, Nov-2023.
  • Worked as Reviewer for the IEEE International Conference “Intelligent and Innovative Technologies in Computing Electrical and Electronics” 2024, organized by Dept of ECE, BNMIT, Bangalore.
  • Worked as Reviewer for the International Conference on Computing and Intelligent Information Systems 2024, organized by Dept of ISE, CSE & AIML, BNMIT in association with Taylor and Francis Group, Bangalore.
  • Working as Reviewer for the Springer-Q1 International Journal of Multimedia Information Retrieval from March 2023 to till Date.
  • Working as Reviewer for the International Journal of Electrical and Computer Engineering (IJECE-Q3) from October 2023 to till Date.
  • Worked as Reviewer for the IEEE-Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing and Communication Engineering (ICATIECE-2022) at DSATM, Bengaluru, 2023
  • Worked as Reviewer for the IEEE-International Conference on Applied Intelligence & Sustainable Computing (ICAISC-2023) at Shri Dharmasthala Manjunatheshwara College of Engineering and Technology, Dharwad, 16th -17th June 2023
  • Worked as Reviewer for the IEEE-International Conference on Networks, Multimedia and Information Technology (NMITCON), September 2023.

 

Institutional/Departmental Activities

  • Worked as a DCS (External Examiner) at BNMIT, Bengaluru, from July to October 2023
  • Worked as Project Coordinator at SJB Institute of Technology, Bengaluru
  • Worked as a Coordinator for the Third International Conference on Integrated Intelligent Computing Communication & Security, Atlantis Highlights in Computer Science held at SJBIT, 2021
  • Worked as an Organizing Committee Member for the Second International Conference on Integrated Intelligent Computing, Communication & Security held at SJBIT in January 2018
  • Worked as a Magazine Coordinator, Newsletter Coordinator, Guest Lecture Coordinator, Anti- Ragging Coordinator, Social Media Team and many more.
  • Initiated and organized C Coding Challenge, around 259 students are participated from all departments, in August 2019.
  • Actively coordinated with many Workshops and FDP.
  • Active Member of NAAC and NBA (Criteria 3) accreditation
  • Guided many UG. and PG. projects.
  • VTU Paper Setting done for both UG  and PG.
  • Prepared course material for “Deep Learning”.
  • Recommended many students for Higher Education in US/UK/Australian universities, helped them pursue their M.S. in Machine Learning and Computer Vision areas, and continuously followed their progress (alumni).

Certifications

Successfully completed NPTEL Courses with FDP certification on

  • Leadership and Effectiveness (12 Week Course) in 2023
  • Stress Management (4 Week Course) in 2022
  • Research Methodology (8 Week Course), 2019
  • Introduction to Machine Learning (ELITE), IIT Kharagpur (8 Week Course), 2019

Successfully completed Udemy Courses to build in-demand career skills on

  • Python Image Processing with Scikit-image in 2019
  • Computer Vision on Raspberry Pi in 2020

Successfully completed NPTEL and other Courses with FDP certification on

  • Deep Learning, SimpliLearn, 24 Jan 2024

Membership in Professional Bodies

  • ISTE Life Member
  • Associate Member of Institute of Engineers, India
  • Life Member of the International Association of Engineers (IAENG)

Participation in Training Courses/Seminars/Workshops

  • Attended workshop Data Analytics and Visualization using Python-based Free and Open Source Software at AMC ENGINEERING COLLEGE, Bengaluru on 11th to 12th Nov 2023
  • Attended 5 Days FDP on Cyber Intelligence and Awareness on Social Media Security V2.0 at CSI Chapter, Dept. of Computer Application and Science, Institute of Engineering & Management, Kolkata between 27th Nov 2023 to 1st Dec 2023.
  • Attended 5 Days FDP on “The Future of Generative AI in Academic Research and Publishing” at CSI Chapter, Dept. of Computer Application and Science, Institute of Engineering & Management, Kolkata between 2nd Jan to 6th Jan 2024
  • Attended 5 Days FDP on Recent Trends and Applications in Data Science at Sister Nivedita University, Kolkata, India between 26th Feb to 1st March 2024
Sl. NoTitle /Program NameHeld AtDate & Duration
1Wipro Mission10X WorkshopAtria Institute of Technology03.08.2010 & 5 Days
2Workshop on Software Testing and Quality AssuranceAcharya Institute of  Technology22.01.2013 & 3 Days
3FDP on Cloud ComputingSJBIT18.09.2013 & 1 Day
4FDP on Research Advances in Computer Science and EngineeringSJBIT27.01.14 & 5 Days
5FDP Knowledge Discovery and its ApplicationSJBIT18.01.15 & 6 Days
6FDP on Machine Intelligence and Image ProcessingSJBIT20.07.15 & 5 Days
7Workshop on Latex and Its ApplicationsSJBIT24.07.15 & 2 Days
8FDP on Real Time WSN & Network SimulatorSJBIT18.07.16 & 6 Days
9Workshop on Machine Learning with Python and R-toolSJBIT16.01.17 & 6 Days
10FDP on OOP with JAVARNSIT31.01.17 & 1 Day
11Digital Professional Development Conducted by Creative InfotechSJBIT16.3.17 & 15 Days
12Apple Certification TrainingSJBIT16.3.17 & 10 Days
13FDP on AI/MLSJBIT27.12.17 & 1 Day
14BootCamp on Deep learningBMSCE7.6.18 & 1 Day
15Workshop On MLSJBIT9.7.18 & 6 Days
16FDP on ML: Techniques and ToolsJSSATE12.2018 & 5 Days
17Two-Day National Open Workshop on “Getting Aligned to the

Publishing Process”

Elsevier25.9.2020
18Online FDP on “Data Sciences” from atIFET College

of Engineering

2020-9-28 to 2020-10-2
19Webinar on “Research

Opportunities in Artificial Intelligence and Deep Learning “

Dr. Ambedkar Institute of Technology, under Computer Society of

India

18.11.2020
20How to Write Proposals for FundingATME College of Engineering31.12.2020
21Webinar on Outcome

Based Education and Accreditation

SJBIT16.2.2021
22National Level FDP on Cloud Infrastructure (AWS)Dr. Ambedkar Institute of Technology21-8-23 to 25-8-23
23Cybersecurity and its role in Healthcare todayNPTEL E-Learn13-10-2023

Expertise / list of Subjects handled

Under Graduate

 

  • Software Project Management and Finance
  • Machine Learning,
  • Artificial Intelligence and Machine Learning,
  • NoSQL Database,
  • Cryptography, Network Security and Cyber Laws,
  • Data Mining and Data Warehousing,
  • Python Application Programming,
  • Analysis and Design of Algorithms,
  • Object-oriented Programming in C++,
  • Database Management Systems,
  • Computer Concepts of ‘C’ Programming,
  • Data Structures with C,
  • Discrete Mathematical Structures,
  • Graph Theory and Combinatorics,
  • Operating Systems,
  • Information Network

              Post Graduate  

  • Information Security,
  • Machine Learning Techniques,
  • Blockchain Technology,
  • Deep Learning

Research Interest

Research

  • Scientific research interests include Image Processing, Machine Learning, Deep Learning and Crypotography.
  • Working towards Research projects.
  • Worked with real-time images/videos.

Journals/Book Chapter:

  1. Chaitra Y L et al. (2024). Real-time Machine Vision System for the Visually Impaired, SN Computer Science. https://doi.org/10.1007/s42979-024-02741-4 [Springer-Scopus, Q3-Journal]
  2. Chaitra Y.L et al. (2023). Text Detection from Image and Video Frames using Improved Golden Jackal Optimization based Shallow Convolutional Neural Network, International Journal of Intelligent Engineering and Systems [Accepted, Q3-Journal]
  3. Chaitra Y.L., Dinesh R. (2022) An Impact of Radon Transforms and Filtering Techniques for Text Localization in Natural Scene Text Images. ICT with Intelligent Applications. Smart Innovation, Systems and Technologies, vol Springer, Singapore, pp. 563-573. https://doi.org/10.1007/978-981-16-4177-0_55 [Springer-Scopus-Q3-Book Chapter]
  4. Chaitra, Y.L., Dinesh, R. et al. (2021) Deep-CNNTL: Text Localization from Natural Scene Images Using Deep Convolution Neural Network with Transfer Arab J Sci Eng. https://doi.org/10.1007/s13369-021-06309-9 [Springer-Scopus-Q1-Journal, Web of Science, SCIE]
  5. Lokkondra, C.Y., Ramegowda, D. et al. (2021). ETDR: An exploratory view of text detection and recognition in images and videos. Revue d’Intelligence Artificielle, Vol. 35, No. 5, pp. 383-393. https://doi.org/10.18280/ria.350504 [IIETA-Scopus, Q4-Journal, Publons, DBLP].
  6. Chaitra, Y.L., Dinesh, R. et al. (2022). DEFUSE: Deep Fused End-to-End Video Text Detection and Revue d’Intelligence Artificielle, Vol. 36, No. 3, pp. 459-466. https://doi.org/10.18280/ria.360314 [Scopus, DBLP, Publons, Q4].
  7. Gowda, V.B., Thimmaiah, G.M., Jaishankar, M., Lokkondra, C.Y. (2023). Background-foreground segmentation using Multi-scale Attention Net (MA-Net): A deep learning Revue d’Intelligence Artificielle, Vol. 37, No. 3, pp. 557-565. https://doi.org/10.18280/ria.370304 [Scopus, Q3-Journal].
  8. Chaitra Y.L et al. (2023) Text Detection System from Images and Video Frames using Hybrid Approach for Cyber Forensics. [Communicated]
  9. Chaitra Y.L et al. (2023) Real-time Machine Vision System for the Visually Impaired. [SN Computer Science, Scopus, Q3-Journal, Communicated]

 

International Conferences:

  1. Chaitra M et al. (2024). Intrusion Detection System to detect impersonation attacks in IoT networks, 2nd IEEE International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics 25 January 2024, BNMIT, Bengaluru. doi: https://doi.org/10.1109/IITCEE59897.2024.10467569 https://ieeexplore.ieee.org/document/10467569 [IEEE, Scopus]
  2. Chaitra M et al. (2024). Restaurant Feasibility Study and Behavioural-based Restaurant Recommendation, 2nd IEEE International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics 25 January 2024, BNMIT, Bengaluru. https://ieeexplore.ieee.org/document/10467783 [IEEE, Scopus]
  3. Chaitra M et al. (2024). Criminal Face Detection and Recognition System, International Conference on Computing and Intelligent Information Systems ICCIIS – 2024 is organized and hosted by BNM Institute of Technology, Bengaluru, India and published by CRC Press, Taylor & Francis Group on 19th and 20th April 2024. [Accepted, Scopus]
  4. Chaitra, Y.L., Dinesh, R. et al. (2022). An Impact of YOLOv5 on Text Detection and Recognition System using TesseractOCR in Images/Video Frames, 2022 IEEE International Conference on Data Science and Information System (ICDSIS), India, 1-6 https://10.1109/ICDSIS55133.2022.9915927 [IEEE, Scopus].
  5. Rajashree S., Chaitra Y.L (2023). Secure communication between groups of Smart IoT devices over the IPv6 network, 2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), https://10.1109/ICATIECE56365.2022.10047733 [IEEE, Scopus].
  6. Chaitra Y.L (2023). Text Detection and Recognition from the Scene Images using RCNN and ICT with Intelligent Applications. Smart Innovation, Systems and Technologies, https://doi.org/10.1007/978-981-99-3761-5_8  [Springer-Scopus-Q3-Book Chapter]
  7. Laxmi Shabadi, Chaitra Y.L et al. (2023). “Youtube Spam Detection Scheme Using Stacked Ensemble Machine Learning Model”. 2023 IEEE International Conference on Networks, Multimedia and Information Technology (NMITCON). https://10.1109/NMITCON58196.2023.10276002  [IEEE, Scopus]

 

Patent Published:

  • Title of the Invention: “Electric Vehicle Headlight Console”, Applicant: Chaitra and Team, Patent Number: 405753-001, Industrial Design Patent Filing Date: 26/01/2024, Published Date: 12/04/2024
  • Title of the Invention: “Person Re-Identification Using Machine Learning Approaches in Video Surveillance”, Applicant: Chaitra and Team, Application Number: 202141036938, Complete Specification Filing Date: 15/08/2021,  Published Date: 20/08/2021

 

Book Published:

  • Title of the Book: Data Mining: Concepts and Techniques, Name of the publisher: Scientific International Publishing House, International Standard Book Number (ISBN): 978-93-6132-830-5, Year: 2024
  • Title of the Book: Introduction to Machine Learning Algorithms for Beginners, Name of the publisher: Scientific International Publishing House, International Standard Book Number (ISBN): 978-93-5625-140-3, Year: 2022

 

National Conferences:

  • Chaitra Y.L et al.,”Command computation and information security on satellite”, New Horizon College of Engineering, 25th oct 2013, pp. 88-90.
  • Chaitra Y.L et al., “Analysis on mobile cloud computing”, Sapthagiri College of Engineering, 11th May 2013, pp. 33-37.
  • Chaitra Y.L et al., “A collaborative approach to detect phishing attack”, R.L Jalappa Institute of Technology, 21st May 2013, pp. 232-236.
  • Chaitra Y.L et al., “Survey on optimizing test cases for object-oriented software”, MVJ college of Engineering, 5th Oct 2012, pp.96-99.
  1. Hobbies: Listening to Music, Reading Books
  2. Sports: Badminton, Throwball