Dr. J.Brindha Merin

Teaching

Educational Background

Work Experience

Lecture Courses

• Generative AI
• Distributed Computing in AI&DS
• Essentials of Data Science
• Big Data
• Theory of Computation
• Compiler Design
• Software Testing
• Data Mining and Warehousing
• Data Structures and Algorithm
• Service Oriented Architecture
• Mobile Computing
• Web Analytics
• Operating System

Research

Areas of Research Interest

• Generative AI
• Data Science
• Information retrieval
• Data Mining
• Machine Learning

Publications

• A Deep Reinforcement Learning Approach for Optimizing Inventory Management in the Agri-Food Supply Chain, 2024.
• A Trustable Real Estate Transaction Based On Public Blockchain: A Smart Contract-Driven Framework, 2024.
• AI-Enhanced Intrusion Detection and Cluster Head Selection for Quality of Service (QoS) Optimization in Wireless Sensor Networks, 2024.
• Human Activity Recognition Using Ensemble Neural Networks and The Analysis of Multi-Environment Sensor Data Within Smart Environments, 2023
• Semantic Annotation Based Effective and Quality Oriented Web Service Discovery, 2023.
• An efficient web service annotation for domain classification and information retrieval systems using HADLNN classifier, 2022.
• “Social based Web Service Discovery for Multiple Domains and Recommendation”, Webology, 2022
• “Using of Jaccard Index for Catchwords Similarity Values”, International Journal of Science and Innovative Engineering & Technology, Vol.1, May 2016
• “Semantic Web Architecture using Side Information”, International Conference on Emerging Trends in Engineering & Technology, March 2015
• Intelligent rule mining for decision making from clinical data sets, ICGST International Journal on Bioinformatics and Medical Engineering, 2007
• “Employing Clinical Data Sets for Intelligent Temporal Rule Mining and Decision Making, A Comparative Study” in ICGST International Journal on Bioinformatics and Medical Engineering (BIME), Vol. 7, Issue. 1, pp. 37-45, 2007.

International Conferences / Seminars / Workshops

• Sentiment Analysis on Youtube comments using BERT-BiGRU, Innovative Research – in Economics Management, Information Technology and Legal Studies (ICIR-EMIL III-2023) – Dubai
• Secure Sharing of Patient Healthcare Records Using Blockchain, Innovative Research – in – Economics Management, Information Technology and Legal Studies (ICIR-EMIL III-2023) – Dubai.
• Social Based Web Service Discovery and Recommendation for Multiple Domains, Advances in Parallel Computing Technologies and Applications,2022
• Analysis of Private web Browsing Mode, International e-Conference on Artificial intelligence, Network security and Data science IeCAN2020.
• “Discovering Web Services By Matching Semantic Relationships Through Ontology”, International Conference on Advanced Computing & Communication Systems, April 2020.
• “Prediction of Juvenile Delinquencies in Correlation with Education”, International Conference on Advanced Computing & Communication Systems, April 2020.
• Participated in ”International Conference on Advanced Computing and Communication Systems” 6-7 March 2020
• Participated in “International Conference on Emerging Trends in Engineering, Science and Technical Education” at Chennai Institute of Technology, 19-20 December 2019
• “Annotating Document Effectively by Collaborative Adaptive Data Sharing Technique”, International Conference on Emerging Trends in Engineering & Technology, March 2015
• “Visual Representation of Dynamic Data using Maps”, Sixth National Conference on Recent Trends in Electronics World, March 2014.
• Participated in the International Conference ICSEMA212 at BSAIST – 19th-21st December 2012.

National Conferences / Seminars / Workshops

• Workshop on C & CPP, IITBombay (ST), Feb 29,2020.
• Short Term Training Programme on Big Data Analytics for Business Intelligence by SCIMS at BSACIST, Dec 16-21, 2019
• National Seminar on e-Learning and MOOC’s in higher Education – March 9, 2019.
• Attended 2nd National Conference of Free Software Movement of India at BSAIST, 26-29 Jan 2017.
• Attended Seminar on OrCad 26 June 2015.
• Attended Seminar on Mining Big Data in Social Media & Web, 27 – 28 Aug, 2014.
• Workshop on “Writing Quality Research Articles, Project Proposals and Patents” 20 – 22 July 2018.
• Capacity Building of Women in Higher Education organized by Women Empowerment Cell of BSAIST on April 1, 2017.
• Strategies for Innovative Quality Research organized by BSAIST July 31-August 5, 2017.
• Training on Social Entrepreneurship, 2018
• Big Data Analytics & Python Programming organized by CSE Dept at BSAIST on March 18, 2017.
• Research Methodology and Quality Assurance organized by BSAIST on Dec 2 & 3, 2016
• Algorithms – Project Based Approachat BSAIST during 8thto 12th November 2016. 
• Quality Assurance in Academic & Sponsored Research organized by BSAIST on 7 Mar, 2015.
• ROBOTRYST 2015, by CSE Dept of BSAIST, September 2015
• Intellectual Property Rights organized by CSE Dept of BSAIST, 2 August 2015.
• Violence against Woman organized by Women Empowerment cell of BSAIST, 16th Feb, 2013.
• Skill Development Trends in Networking & Open Source organized by CSE Dept of BSAIST, 19th Dec 2013.
• Challenges & Solutions in Network Security organized by CSE Dept of BSAIST, 17 – 18 Oct, 2012.
• Software Testing organized by CSE Dept of BSAIST, 22 – 23 Feb, 2012.
• Excellence in Academic Performance & Leadership Skills, 6th July 2012.
• Software Testing organized by CSE Dept of BSAIST, 3-4 Oct, 2011.
• Effective Conduct of Practical Sessions: Focus on Computer Science Subjects, 12 July 2011.

FDPs Attended

• FDP on NBA Accrditation and Teaching-Learning in Engineering, NPTEL – AICTE, 8 weeks 2024.
•  FDP on NEP Orientation and Sensitization from 05th to 13th July 2024
• FDP- Impact of the Recent Approach on the Evolution of Machine Learning and Deep Learning, 29.02.24 to 5.3.24
• National FDP – Research Structuring & Publication Process, y CRT, National Foundation for Entrepreneurship Development (NFED), Coimbatore, – 23-27 July 2024
• FDP-Education 5.0, Dr.M.G.R Educational and Research Institute,Chennai, 15.5.23 -19.5.23
• FDP Research tools – Easwari Engineering College, 3.7.23 – 14.7.23.
• FDP –Big Data Computing, 8 Weeks, NPTEL, 2023
• FDP – Moodle Learning Management System, 3 months, July 2023 -September 2023, IIT Spoken Tutorial.
• Unblocking Blockchain Technology –Handson, ICT Academy & BSA Crescent Institute of Science and Technology, Feb 28-March 4,2022.
• FDP on DBMS NPTEL-AICTE, IIT, Madras ,8 Weeks Course (Jan-March, 2022).
• 4-Week Faculty Induction/Orientation Programme for “Faculty in Universities/ Colleges/ Institutes of Higher Education”, Teaching Learning Centre, Ramanujan College University of Delhi, 20 September – 19 October, 2022.
• “Faculty in Universities/ Colleges/ Institutes of Higher Education”
• FDP – Data Science, 1 week 21.9.2021 – 25.9.2021    AICTE Training and Learning, ATAL Academy
• Completed course in Exploratory Data Analysis, 3 Months April 25,2021    Johns Hopkins University, Coursera.
• FDP – Wearable Robotics: Design, Sensing and Support, ATAL, IIT, Kota, Dec 24-28,2021
• FDP – Theory of Computation, Velammal Engineering College, May 18-25,2020.
• STTP-Machine Learning Approaches for Advanced Industrial Automation, Hindustan Institute of Technology and Science 1 week 16th – 21st  November 2020.
• FDP- Next Generation of Computing : Artificial and Machine Learning, Anand Institute of Higher Technology, Chennai ,July 6-12,2020
• HTML Programming (online) by IIT Bombay, 20-24 April 2020.
• Introduction to Big Data, Hadoop and Ecosystem, IBM CE Partner Enablement at IBM Banglore, September 9-13, 2019.
• Introduction to Big Data Analytics by ICT Academy at BSA Crescent Institute of Science and Technology, August 7-9, 2019.
• IBM DesignThinking, Agile Software Development and Devops, organized by IBM career Education Program at BSACIST, July 1-5,2019
• Java Fundamentals and Programming, Oracle Academy at NPR College of Engineering and Technology, Dindigul – August 27- 31, 2018.
• IBM CSE-Enablement Program- Database Management System, IBM and BSA Crescent Institute of Science and Technology – July 2-6, 2018
• IIT Spoken Tutorial – Python – IIT Bombay – July –August,2018
• R Programming by ICT Academy – March 1,2, 2018.
• Python Programming at Sairam College of Engineering – June 14-16,2017.
• A school on Algorithms and Techniques – 22nd July to 27th July, 2015
• FTA’s Second International Workshop on Teaching and Learning, 11-12 Mar 2013.
• Soft Skills on 19th,2013.
• Certificate in .Net Programming, 8-15 Sep, 2011.
• Induction Training Programme for Faculty 2011, 27 June – 1 July 2011.

Book Published

• S. Revathi, Dr. V. Muthu priya, Dr. R. Akila, Dr. J. Brindha Merin, DATA STRUCTURES, Scientific International Publishing, Jan 2024.

Extension

Additional Responsibilities

• Timetable Coordinator
• Research Supervisor
• Class Advisor – UG (2020-2025)
• Class Advisor – PG (2022 -2024)
• BOS – Co-ordinator
• Co-ordinator – IIT Spoken Tutorial (CSE)
• Class Advisor (2016 -2020) and (2015-2019)
• Faculty Advisor (2014 – 2018)