Dr. R.Akila

Teaching

Educational Background

Work Experience

Lecture Course

• Machine Learning Techniques
• Emotional Intelligence
• Soft Computing
• Artificial Intelligence and Machine Learning
• Big Data Analytics
• Advanced Programming for Data Science with Python
• Web Analytics and Social Media Mining
• Natural Language Processing
• Compiler Design
• Database Management Systems
• Data Mining and Warehousing
• Object Oriented Programming
• Computer Networks
• Network Security and Cryptography
• Cloud Computing

Professional Development

International Conferences / National Conferences / Workshops / Training

• Hate Speech Detection Using Deep Learning Algorithms, 23rd Intelligent Systems Design and Applications (ISDA’23), Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence Auburn, Washington, USA, 2023.
• 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.
• Comparison of Stock Market Prediction Using Deep Learning Algorithms, Springer, Disruptive Technologies for Big Data and Cloud Applications Proceedings of ICBDCC 2021
• Analyzing and Forecasting on Chennai Reservoir’s Rainfall, 2021, International Conference on Recent Advances in Computer Science, 2021
• 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.
• Participated in “International Conference on Knowledge Based Technologies (ICKCT’18), April 2018.
• Attended International Conference on “Software Engineering and Mobile Application Modeling and Development”, School of Computer and Information Sciences,BSAU, 19.12.2012-21.12.2012.
• Attended One day workshop on C and CPP conducted by IIT Spoken Tutorial, 29th April 2019.
• Attended Workshop on R Programming, Organized by B.S.AbdurRahman Crescent Institute of Science and Technology, 20-21 Feb 2019.
• Attended workshop on “Relevance of Mathematics in Scientific Computing”, Organized by the department of Mathematics Actuarial Science,B.S.AbdurRahman Crescent University, 12th and 13th May 2017.
• Attended second National Conference on“Free Software Movement of India”, BSAU, 26-29 Jan 2017.
• Attended workshop on “Virtual and Augmented Reality Game Development”, BSAU, 17th- 19th April 2017.
• Attended workshop on “ Capacity Building of Women in Higher Education”, Organized by the Women Empowerment cell, B.S.AbdurRahman Crescent University, 1st April 2017.
• Attended workshop on “Big Data Analytics (Cloudera) & Python Programming” Organized by the deparment of CSE, B.S.AbdurRahman Crescent University, March 18th 2017.
• Attended workshop on Research Methodology and Quality Assurance, BSAU, 2016.
• Attended Workshop on Implementing cloud solution using openstack, VIT University , 12.03.2015
• Attended Workshop on “BOSS MOOL”, CSE Department,BSAU, 16.02.2015-18.02.2015
• Attended Workshop  on “IBM Worklight Tool”, Apple IOS Centre,BSAU , 01.02.2014
• Attended International Workshop on “How to do Ph.D to an International Standard – an International perspective” & “How to publish articles in peer – viewed journals”, CSE Department, BSAU, 05.08.2013.
• Attended  Second International Workshop on “Teaching and Learning in the Twenty First Century” Faculty Training Academy, BSAU, 11.03.2013-12.03.2013.
• Attended Workshop on “E-Content Development Programme”, Faculty Training Academy, BSAU, 04.07.2013-05.07.2013.
• Attended Workshop on “Use of Multimedia – Flash “,Faculty Training Academy, BSAU, 07.12.2012-08.12.2012
• Attended Workshop on “Challenges and Solutions In Network Security”, CSE Department,BSAU, 17.10.2012-18.10.2012.
• Attended Workshop on “Challenges and Solutions In Network Security”, CSE Department,BSAU, 17.10.2012-18.10.2012
• Attended Workshop on “Excellence in Academic Performance and Leadership skills”, Department of CSE & EIE, 06.07.2012
• Attended Workshop on “Recent Networking Technology trends”, CISCO Academy Meet, School of Computer and Information Sciences,BSAU, 29.03.2012-30.03.2012

Faculty Development Programs (FDP) Attended

• FDP on Introduction to Machine Learning, 12 weeks 2024, NPTEL – AICTE.
• FDP on NBA Accrditation and Teaching-Learning in Engineering, 8 weeks 2024, NPTEL – AICTE.
• FDP on OpenCV for Image and Video Processing Applications, 2024.
• FDP on  NEP-2020 ORIENTATION & SENSITIZATION, 2024.
• FDP On Quantum Computing, 16th October – 31st October, B.S.A.Crescent Institute of Science and Technology.
• FDP-Big Data Computing, 8 weeks 2023, NPTEL – AICTE.
• FDP – Moodle Learning Management System, 3 months, July 2023 -September 2023, IIT Spoken Tutorial.
• FDP – International Faculty Development Programme on Research Tools,  July 03rd to 14th, 2023, Easwari Engineering College.
• Faculty Induction/Orientation Programme, 4 weeks, 20 September – 19 October, 2022, Teaching Learning Centre, Ramanujan College University of Delhi In collaboration with MIT School of Education & Research, MIT Art, Design & Technology University under the aegis of Ministry Of Education Pandit Madan Mohan Malaviya National Mission On Teachers And Teaching.
• FDP – Data Science using Python, 1 week, 10.10.2022 to 14.10., AICTE FDP, 2022.
• Completed Java Programming Course, 4 months, Feb – May, 2022 Oracle Academy
• FDP – Wearable Robotics, Design, Sensing and Support, 1 week, 24.12.2021 – 28.12.2021  AICTE ATAL Academy.
• FDP – Unblocking Blockchain Technology – Hands on, 1 week, 28th Feb – 4th March 2022  B.S.A.Crescent Institute of Science and Technology
• Completed Course in Data Mining and FDP, Feb to Apr  2022   NPTEL, AICTE, FDP
• Completed Course in Natural Language Processing, 3 Months, March 23, 2022 Deep Learning.AI, Coursera
• 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.
• STTP-Machine Learning Approaches for Advanced Industrial Automation, 1 week 16th – 21st  November 2020.       Hindustan Institute of Technology and Science
• Completed HTML Training and Test conducted by IIT Spoken Tutorial, 20-24th 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
• Completed Python training and test conducted by IIT Spoken Tutorial, April 2019.
• Completed  FDP course on “Data Base Management Systems, NPTEL, April 27, 2019.
• Attended FDP on Machine Learning, Organized by Hindustan Institute of Technology and Science, 7-8th December 2018.
• Attended FDP on “IBM DB2”, Organized byB.S.AbdurRahman Crescent Institute of Science and Technology, 02.07.2018 – 06.07.2018.
• Attended Faculty Development Programme on “Python Programming”,Organized by Sri Sairam Engineering College, 14th – 16th June 2017.
• Completed 60 hours of Professional Development Oracle Academy course for the “ Database Programming with PL/SQL”, Organized by ICT Academy from 30.01.2017 – 03.02.2017.
• Attended five days FDP on “A School on algorithms and Techniques”, Organized by School of Computing, Information and Mathematical sciences,BSAU, July 22-28,2015.
• Attended Faculty Development Programme on “Recent Advances in Computer Architecture”, SSN College of Engineering, Kalavakkam, Chennai., 14.02.2013-16.02.2013.

Research

Areas of Research Interest

• Data Mining
• Big Data and Cloud Computing
• Block Chain and IoT

Journal 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.
• Harnessing Sentiment Analysis Methodologies for Business Intelligence Enhancement and Governance Intelligence Evaluation, International Journal of Intelligent Systems and Applications in Engineering, 2147-67992, 166-176, 2024.
• Human Activity Recognition Using Ensemble Neural Networks and The Analysis of Multi-Environment Sensor Data Within Smart Environments, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 2093-5374, 218-229, 2023.
• Semantic Annotation Based Mechanism for Web Service Discovery and Recommendation, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable, 2093-5374, 169–185, 2023.
• Fine Grained Analysis of Intention for Social Media Reviews Using Distance Measure And Deep Learning Technique, Journal of Internet Services and Information Security, vol. 13, No. 2, pp. 48-64. DOI: 10.58346/JISIS.2023.I2.003
• Rumor Detection On Social Media Using Deep Learning Algorithms With Fuzzy Inference System For Health Care Analytics System Using COVID-19 Dataset, International Journal of Computational Intelligence and Applications, World Scientific, Vol.22, No.1, https://doi.org/10.1142/S1469026823410080 , 2023.
• Opinion Mining of Social Media Reviews using Fuzzy Inference and Intent Prediction Using Deep Learning,  Advances in Engineering Software, Elsevier, 174, 2022.
• Clustering Text Documents with An Optimized Cuckoo Search Algorithm, webology, Vol.19, No.1, 2022.
• Multi Priority Based Scheduling Algorithm For Queuing Systems, International Journal Of Advances In Electrical Power System And Information Technology (IJAEPSIT),  Vol.2, No.3, 2016.

International Conferences

• Optimized Data Management in IoT: Leveraging Blockchain for Data Simulation, Hinweis International Conference on Recent Trends in Engineering and Technology (RTET), 2025.
• Hate Speech Detection Using Deep Learning Algorithms, 23rd Intelligent Systems Design and Applications(ISDA’23), Machine Intelligence Research Labs (MIR Labs) Scientific Network for Innovation and Research Excellence Auburn, Washington, USA, 2024.
• Sentiment Analysis on Youtube comments using BERT-BiGRU, Innovative Research – in – Economics Management, Information Technology and Legal Studies (ICIR-EMIL III-2023) – Dubai, Hamdan Bin Mohammed Smart University, Dubai, U.A.E.
• Secure Sharing of Patient Healthcare Records Using Blockchain, Innovative Research – in – Economics Management, Information Technology and Legal Studies (ICIR-EMIL III-2023) – Dubai, Hamdan Bin Mohammed Smart University, Dubai, U.A.E.
• Analyzing and Forecasting on Chennai Reservoir’s Rainfall, International Conference on Recent Advances in Computer Science, ISBN – 978-81-927227-5-7, 2021.
• “Opinion Mining on Food Services using Topic Modeling and Machine Learning Algorithms”, IEEE, International Conference on Advanced Computing and Communication Systems (ICACCS), April 2020.
• “Prediction of Juvenile Delinquencies in Correlation with Education”, IEEE, International Conference on Advanced Computing & Communication Systems, April 2020.
• “Text Mining of User Reviews to Predict Sentiment Using Machine Learning”, International Conference on Research Advancements and Challenges in Engineering Sciences, 6-7 March 2020.
• “Opinion Mining on McDonald’s Services”, International Conference on Emerging Trends in Engineering, Science and Technical Education, 19-20 December, 2019.
• Opinion Mining on YouTube Contents for Effective Video Classification”, International Conference on Knowledge Based Technologies(ICKCT’18), ISBN: 978-93-5300-562-7, 5th  – 6th April 2018.
• “Embedded Intelligence- A Study on Current Scenarios and Research Challenges”, IEEE International Conference on Computing and Communication Technologies (ICCCT ’17), 23rd – 24th  February 2017 .
• “Multipriority Based Scheduling Algorithm for Queuing Systems”, 17th International Conference on Computer Science and Information Technology (ICCIT 2016), 10th April 2016.
• “An Enhancing Algorithm for Big Data with parellel iteration clustering”, International conference on computational systems in engineering and technology,SriVenkateshwara College of Engg.&Tech.,7-8th March 2014.
• “A Framework for integrating Hadoop with two Cloud Computing Scenarios”, First International Conference on Business Analytics and Intelligence, 11–13 December 2013.
• Big Data –An Approach in Parallel Clustering”, First International Conference on Business Analytics and Intelligence, 11–13 December 2013.

Patent

• Intelligent Method for Academic Achievement using Machine Learning, Journal of Patent Office (Application No.202141044916 A), 22/10/21.

Book Chapter Published

• Real Time Analysis of Autism Spectrum Disorder(ASD) using Self Stimulatory Behaviour Videos.

Books Published

• Data Structures, Publisher: sip, ISBN: 9789361329050.
• Exploring the Edge of IoT Innovations, AkiNik Publications, ISBN:978-93-6135-358-1, DOI: https://doi.org/10.22271/ed.book.3080.

Extension

Guest Lectures Delivered

• AI Opportunities, Requirements and Challenges for Industry 4.0      AICTE Sponsored Six Days Virtual STTP, Sairam Engineering College, (14.12.2020 – 19.12.2020)
• Data Base Management Systems Basics and SQL Queries, Training to Police Personnel for Computer Awareness, B.S.A.Crescent Institute of Science and Technology, 25.11.2019.
• Training to School Teachers, RMSA/SSA Training Programme, B.S.A. Crescent University, 10-14th July 2017
• Grid and Cloud Computing, Anna University Approved FDP on Grid and Cloud Computing, Sri Sai Ram Institute of Technology, 16.6.17.
• Fundamentals of Computers, Police Training Programme (SI Cadets), B S A University,Police Academy, (2016 Batch)
• Rapid Miner Tool, Hands-on workshop on data mining tools, BSAU, CSE, 15.11.2016.
• Cloud Analytics, Two Days Workshop on Analytics IoT, WoT, BSAU, 2016.
• Introduction to LEX and YACC tool, Guest Lecture for Purdue University Students, 2015, International Collaboration, BSAU

Membership in Professional bodies

• Life Membership of the Indian Society for Technical Education

Additional Responsibilities

• DEPARTMENT TIME TABLE CO-ORDINATOR
• TECH CSE PROGRAMME CO-ORDINATOR IN 2023.
• MULTIMEDIA AND ROBOTICS CLUB CO-ORDINATOR
• CYBER SECURITY LAB IN-CHARGE
• BOS INTERNAL MEMBER (CSE AND MBA DEPARTMENT)
• CONDUCTED VALUE ADDED COURSE FOR THE LAB AS CONTENT BEYOND SYLLABUS IN IIT SPOKEN TUTORIAL
• PROJECT COMMITTEE MEMBER FOR IV YEAR CSE(CS).
• ACTED AS A UG PROJECT COORDINATOR AND COMMITTEE MEMBER
• FIRST YEAR LAB CO-COORDINATOR – 2017
• CLASS ADVISOR FOR (2022-2026),(2011-2015 & 2012-2016 BATCH), 2017-2021 BATCH
• DEPARTMENT ACADEMIC AUDIT COMMITTEE MEMBER
• INVOLVED IN THE NBA ACCREDITATION WORK
• WORKED FOR NAAC ACCREDITATION
• FACULTY ADVISOR FOR 8 BATCHES OF STUDENTS.
• ACTED AS DEPARTMENT EXAM CELL COORDINATOR
• MAINTAINED RESEARCH PUBLICATION FILE
• ORGANIZED WORKSHOPS AND GUEST LECTURES
• COMMITTEE MEMBER – 2015,2016,2019,2021 BATCH CONVOCATION
• COMMITTEE MEMBER FOR THE OPEN HOUSE 2014,2015
• MEMBER OF IQAC
• MAINTAINED INTERNSHIP FILE