faculty Profile

• Ph.D (Information and Communication Engineering), 2022, Anna University.
• M.E[Computer Science and Engineering] – 2013, Sri Venkateswara College of Engineering, Anna University
• B.Tech[Information Technology] – 2004, Jaya Engineering College, Madras University

• Working as Associate Professor in Sri Venkateswara college of engineering since November 2022.
• Worked as an Assistant Professor in Sri Venkateswara College of Engineering from June 2010 to October 2022.
• Worked as a Lecturer in Sri Venkateswara College of Engineering from July 2005 to May 2010.

Currently Handling

• Machine Learning Algorithm and Techniques
• Machine Learning Algorithm and Techniques Laboratory

 
Theory

• User Interface Technologies
• Automata and compiler Design
• Paradigms of Algorithm Design
• Service Oriented Architecture
• Computer Programming
• Fundamentals of computing
• Data Structures
• Object Oriented Programming
• C# and .Net Framework
• Web Technology
• Mobile Communication
• Web Technology
• Java Programming
• Operating Systems
• Graphics and Multimedia
• Wireless Networks
• Programming and Data Structures-II

Laboratory

• User Interface Technologies Laboratory
• Operating System Lab
• Network Lab
• Object Oriented Programming Lab
• Computer Practice-I Lab
• Computer Practice-II Lab
• Data Structures Lab
• Web Technology Lab
• Java Programming Lab
• Database Management Systems Lab
• Programming and Data Structures-I Laboratory
• Programming and Data Structures-II Laboratory

Consultancy Work

1. Industry: Mitsubishi Electric India Pvt Ltd
   Project Title : Design and Development of OT Network Monitoring Tool
   Project Cost: Rs. 10.5 Lakhs
   End User : Ashok Leyland
   Year : 2025
2. Industry: JK Tyre & Industries Ltd
   Project Title : 4RC Dashboard Application
   Project Cost: Rs. 2.75 Lakhs
   Year : 2025

Funded Projects

External Project Funding

1. Project Title: Study of Reference Architecture for Smart Manufacturing in India
   Project Cost: Rs. 8.35 Lakhs
   Funding Agency: Bureau of Indian Standards (BIS)
   Year : 2024

 
Intramural Project Funding

1. Project Title : IoT based predictive model for Real Time Stress Detection in Youngsters
   Project Cost :Rs. 1,00,000
   Duration: 2 Years (September 2023-September 2025)

 
Patent Published

1. Published an Indian patent titled “Smart Bus: Real Time GPS Tracking and Passenger Information System” and is published in the Patent Office Journal on 23-05-2025. Application No: 202541042639
2. Published an Indian patent titled “Real Time Stress Monitoring System” and is published in the Patent Office Journal on 28-02-2025.  Application No: 202541010269
3. Published an Indian patent titled “Smart Walker for Managing Body Alignment” and is published in the Patent Office Journal on 17-05-2024.  Application No: 202441035992
4. Published an Indian patent titled “CAREMATE-An Integrated Elderly Support System” and is published in the Patent Office Journal on 12-01-2024.  Application No: 20234105406
5. Published an Indian patent titled “IOT based Wifi Enabled Smart Gardening System” and the same is published in the Patent Office Journal on 10th February 2023. Application No: 202341006434.
6. Published an Indian patent titled “Smart Electricity Generation Using Piezoelectric Effect” and is published in the Patent Office Journal on 24th March 2023. Application No: 202341010070.

Scopus/WoS Publications

1. Kala, A. , Sharon Femi, P., Rajalakshmi, V., Kalavathi, S. and Ashwini, K., 2023. Face mask detection and social distance monitoring with Deep Learning. Indian Journal of Science and Technology, 16(25), pp.1888–1897. ISSN 0974-6846.
2. Kala, A. and Ganesh Vaidyanathan, S., 2021. Forecasting monthly rainfall using bio-inspired artificial algae deep learning networks. Fluctuation and Noise Letters, 21(1). ISSN 0219-4775.
3. Sheela Rani, P., BhagavathiPriya, S. and Kala, A. , 2025. Digital certificate verification in educational sector using non-interactive zero-knowledge proof and blockchain. Journal of Information Science & Engineering, 41(2).
4. Derin Austin Joseph, A., Ashwin, R., Akkash, A., Sharon Femi, P. and Kala, A., 2025. Sign language recognition using deep learning. In: 2025 International Conference on Emerging Smart Computing and Informatics (ESCI), March 2025, pp.1–5. IEEE.
5. Stephena, E., Sharon Femi, P., Kala, A. and Priyadharsini, B., 2025. Comparative study of CNN architectures and clinical data analysis for lung cancer detection. In: 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), August 2025, pp.163–169. IEEE.
6. Priyadharsini, B., Sharon Femi, P., Kala, A. and Stephena, E., 2025. A review on the analysis of glaucoma and its automated detection methods from fundus images using machine learning techniques. In: 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS), August 2025, pp.231–237. IEEE.
7. Sahaana, G., Femi, P.S. and Kala, A., 2025. Surveying the future augmented imaging innovations in kidney stone detection. In: 9th International Conference on Inventive Systems and Control (ICISC), August 2025, pp.1464–1471. IEEE.
8. Khanaghavalle, G.R., Rajalakshmi, V., Jayabhaduri, R., Kala, A. and Femi, P.S., 2024. A deep LSTM recurrent learning approach for sentiment analysis on movie reviews. In: Intelligent Systems and Sustainable Computational Models, pp.202–211. Auerbach Publications.
9. Sharon Femi, P., Ashwini, K., Kala, A. and Rajalakshmi, V., 2023. Explainable artificial intelligence for cybersecurity. In: Wireless Communication for Cybersecurity, pp.149–174.
10. Kala, A., Sharon Femi, P., Rajalakshmi, V. and Ashwini, K., 2023. Monthly rainfall forecasting using sequential models. In: International Conference on Computational Intelligence in Pattern Recognition, 27–28 May 2023. Springer. (Duplicate of item 8)
11. Baraniya, S., Mrithula Angeline, M.J., Poonam, B.N., Sharon Femi, P. and Kala, A., 2023. Breast cancer classification and recurrence prediction using artificial neural networks and machine learning techniques. In: 2nd International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT 2023), 5–7 April 2023. IEEE.
12. Harsha Vardan, U., Sharon Femi, P. and Kala, A., 2023. Human stress detection in and through sleep using artificial intelligence. In: 4th International Conference on Electronics and Sustainable Communication Systems (ICESC 2023), 6–8 July 2023. IEEE.
13. Kala, A. , Sharon Femi, P., Rajalakshmi, V. and Ashwini, K., 2023. Monthly rainfall forecasting using sequential models. In: International Conference on Computational Intelligence in Pattern Recognition, 27–28 May 2023. Springer.
14. Sharon Femi, P., Ganesh Vaidyanathan, S. and Kala, A., 2021. Integrating fuzzy constraint with feature correlation for local outlier mining. Sādhanā – Academy Proceedings in Engineering Sciences, 46(3), pp.1–11. ISSN 0256-2499.
15. Rajalakshmi, V., Sasikala and Kala, A., 2020. A predictive analysis for heart disease using machine learning. In: International Conference on Recent Advances in Communication, Energy and Sensors, 13–15 November 2020. Springer.
16. Kala, A. and Ganesh Vaidyanathan, S., 2018. Prediction of rainfall using artificial neural network. In: IEEE International Conference on Inventive Research in Computing Applications. IEEE Xplore.
17. Rajalakshmi, V., Kala, A. and Sharon Femi, P., Day-ahead traffic flow forecast using LSTM and Cuckoo search optimization. SN Computer Science, 6(6), pp.1–12.
18. Rajalakshmi, V., Kala, A., Sharon Femi, P. and Khanaghavalle, G.R., Detection of fake news in social media using CNN with Gray Wolf optimized BERT: Fake news detection. ActaScientiarum. Technology, 47(1), e73210. ISSN 1806-2563.
19. Sharon Femi, P., Kala, A., Ganesh Vaidyanathan, S. and Vidhya, V.. The influence of feature grouping algorithm in outlier detection with categorical data: Outlier detection. ActaScientiarum. Technology. ISSN 1806-2563.

Other Journals

1. Sharma, M., Akilesh, G., Vishwaa, V.S., Sharon Femi, P. and Kala, A., “Virtually Controlling Computers Using Hand Gesture And Voice Commands”, Journal of current research in engineering and science, Vol. 5, Issue 17, 2022.
2. Shobia L, Pradheesha R & Kala A 2021“Image Caption Generator using RESNET- LSTM”, International Journal of Research in Engineering and Science, Vol.9, No.8, pp.64-71.
3. Lakshmi.B, Kala.A , "Prediction of Autistic Spectrum Disorder Based On Behavioural Features Using Machine Learning", International Research Journal of Engineering and Technology(IRJET), Volume 07, Issue 03, March 2020. e- ISSN: 2395-0056.
4. Sharmila.P, Suganya B, Kala A, “PREDICTION OF PRECIPITATION USING MACHINE LEARNING ALGORITHMS”,IJRAR, September 2018, Volume 5, Issue 3.
5. M.J Sreenidhi, M. SubramanyaSujith, S.Surabi Sri Dhanya, Kala A, “EMOTION RECOGNITION BOT”, IJRAR, September 2018, Volume 5, Issue 3.
6. SelvaPriya, A.Kala, “Securing Data From Intruders Using Policy Management”, International Journal of Recent Advances in Enginering& Technology, Vol 5, Issue 4-5, p 89-93.
7. A.AneeshaBanu, B.AtchiyaBharathi, R. Kiruthika, A. Kala,”A Secure Bio-Metric Based Authentication Protocol”, An International Journal of Advanced Computer Technology, 2016.
8. T.Deepika, R.N.Iswariya, A.Kanamani, A.Kala, “Robust Bio-metric based authentication scheme using watermarking”, An International Journal of Advanced
   Computer Technology, 2016.
9. A.Kala, K.Thaiyalnayaki ,”Chaos based Image Watermarking using IWT and SVD”,International Journal of Computer Science Engineering,Volume 3,issue 1
   ,Jan 2015.
10. A.Kala, K.Thaiyalnayaki ,”Robust Lossless Image watermarking in Integer Wavelet Domain using SVD”, International Journal of Computer Science
    Engineering,Volume 2,issue 2 ,March 2013.
11. K.Thaiyalnayaki, A.Kala, ” Dual robust watermarking using Integer wavelet Transform and Singular value decomposition”, International Journal of Remote Sensing & Geoscience ISSN No: 2319-3484 ,Volume 2, Issue 6, Nov. 2013.

Book Series

• Published a book chapter as a part of the Advances in Intelligent Systems and computing book series (AISC, volume 1172)
• Rajalakshmi V., Sasikala D., Kala A. (2021), A Predictive Analysis for Heart Disease Using Machine Learning. In: Dash S.S., Das S., Panigrahi B.K. (eds) Intelligent Computing and Applications. Advances in Intelligent Systems and Computing, vol 1172. Springer, Singapore. https://doi.org/10.1007/978-981-15-5566-4_42.

 
Professional Bodies

• Membership – Indian Society for Technical Education (ISTE), Life Member

International Conference

• A.Kala, P.Sharon Femi, V.Rajalakshmi, K.Ashwini presented a paper titled “Monthly Rainfall Forecasting using Sequential Models” in the International Conference on Computational Intelligence in Pattern Recognition during 27th and 28th May 2023.[To be published in Springer]
• Harsha Vardan U, P. Sharon Femi, A. Kala presented a paper titled “Human Stress Detection In and Through Sleep using Artificial Intelligence” in the 4th International Conference on Electronics and Sustainable Communication Systems (ICESC – 2023) during 6-8 July, 2023 [To be published in IEEEXplore]
• Baraniya S, Mrithula Angeline M. J., Poonam B. N , P. Sharon Femi and A. Kala presented a paper titled “Breast Cancer Classification and Recurrence Prediction Using Artificial Neural Networks and Machine Learning Techniques” in the IEEE sponsored Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT 2023) during 05 – 07, April 2023 [Published in IEEEXplore].
• S.K.Venkatraman, K.P.Rahul, A.Kala presented the paper titled “Smart Home Appliance for Elderly care” in International E-Conference on “Smart Technologies in Electric Vehicles and Power Grid (STEP-2021) organized by Sri Venkateswara College of Engineering, Pennalur on 27th -29th January, 2021.
• A.Kala & S.Ganesh Vaidyanathan, “Weather Forecasting using machine learning algorithms” in International Conference on “Smart Materials & Emerging Technologies for Industry 4.0” (SMETI 2020) organized by Sri Venkateswara College of Engineering, Pennalur on 16th and 17th October, 2020.
• V.Rajalakshmi, Sasikala, A.Kala “A predictive Analysis For Heart Disease using Machine Learning”, International Conference on Recent Advances in Communication, Energy and Sensors during 13-15th November 2020. [Published in Springer]
• A.Kala, S.Ganesh Vaidyanathan, “Prediction of Rainfall using Artificial Neural Network”, IEEE International Conference on Inventive Research in computing Applications, 2018. [published in IEEE Xplore]

 
National Conference

• Tweshin Balaji, Malini, Varshini, A.Kala presented a paper titled “Driver drowsiness detection system”, in National Conference on Communication and Informatics, June 2022.
• Riyenth, Srinidhi, Madhan Kumar, A.Kala presented a paper titled “Parkinson disease detection system”, in National Conference on Communication and Informatics, June 2022.
• Mayank Sharma, Akilesh, Vishwaa, P.Sharon Femi, presented a paper titled “Sign language to Speech conversion using Deep learning” in 8th National Conference on Communication and Informatics, 2022.
• Selva Priya & A.Kala presented a paper titled “Securing Data From Intruders Using Policy Management” in National Conference on recent trends in computing and communication technologies, April 2017.
• A.Aneesha Banu, B.Atchiya Bharathi, R. Kiruthika, A. Kala,”A Secure Bio-Metric Based Authentication Protocol”, National Conference on Communication and Informatics 16, April 2016.
• T.Deepika, R.N.Iswariya, A.Kanamani, A.Kala, “Robust Bio-metric based authentication scheme using watermarking”, National Conference on Communication and Informatics 16, April 2016.
• Jagadish, A.Kala, “Customer centric marketing scheme for mobile value added services using data mining techniques” at NCCI 2010,SVCE.

Events Organized
Sponsored Events

• Organized “HackIT 4.0”, an inter-college industry-associated hackathon on October 15–16, 2025 with a sponsorship amount of Rs.10,000 from Securin.
• Conducted a Six-Day Anna University–Sponsored FDTP on “CCS355 – Neural Networks & Deep Learning” with a sanctioned grant of Rs.30,000.
• Organized “HackIT 3.0”, a 24-hour industry-associated hackathon in collaboration with CSI, AIT and Mr. Cooper from April 2–3, 2024, supported by a sponsorship amount of Rs 30,000 from Mr. Cooper.
• Coordinated a Two-Day NAAC-Collaborated National Seminar on “NAAC – Revised Assessment and Accreditation Framework” held from November 24–25, 2022.
• Organized a Three-Day National-Level Entrepreneurship Awareness Camp for IT students in association with the Entrepreneurship Promotion and Incubation Center, SVCE, sponsored by the Department of Science and Technology (DST), Government of India, and supported by Entrepreneurship Development Institute of India (EDII), Ahmedabad from February 20–22, 2020.
• Received a grant of Rs.1,00,000 from AICTE to organize a National Seminar on “Deep Learning for Big Data Analytics” in 2017.

Other Professional Events

• Organized a Felicitation Ceremony for Industry–Institute Consultancy Collaboration with Mitsubishi Electric and Ashok Leyland on 8 th August 2025.
• Coordinated the Inauguration of the NMS Project at Ashok Leyland on 7 th August 2025.
• Conducted a One Day Workshop on Fintech and Blockchain on 9th October 2024.
• Organized a Webinar on “Digital Project Management” on 9th November 2024.
• Conducted a Webinar on “Core Data Concepts of Azure” on 28th September 2024.
• Organized a Valedictory Function and Technical Talk on “GenAI Automation” on 31st July 2024.
• Organized a Six-Day Workshop on “Foundations of Data Science using Python” from 12th to 17th February 2024.
• Conducted a Two-Day Workshop on “Power BI and Tableau: Harnessing AI for Data Analysis” during 29th –30th April 2024 in association with SVCE-IQAC.
• Organized “HackIT 2.0”, an Inter-College 24-Hour Industry-Associated Hackathon in collaboration with Mr. Cooper during 26th –27th April 2023.
• Conducted a Webinar on “Business Analysis for Beginners” on 28th January 2023.
• Organized a Four-Day Workshop on “Walkthrough from AI & ML to XAI” from 26th to 29th October 2022.
• Conducted a Guest Lecture on “An Overview of Machine Learning Design Patterns” on 27th November 2022.
• Organized “HackIT”, an Inter-College 24-Hour Online Industry-Associated Hackathon in collaboration with Mr. Cooper during 12th –13th May 2022.
• Conducted a Two-Day Online Workshop on “Data Visualization using Tableau” from 29th –30th November 2021.
• Organized a Guest Lecture on “What Not to Do to Be an Entrepreneur” on 23rd July 2021.
• Conducted a Webinar on “Start Hacking Legally” on 10th April 2021.
• Organized Webinars on “Opportunities for Freshers in the Data Analytics Industry” on 9th June 2020 and “Blockchain 101” on 6 th June 2020.
• Conducted a One-Day Hands-on Workshop on Software Testing on 8th February 2020.
• Organized a Guest Lecture on “Future Trends of Data Science” on 4th January 2019.
• Conducted a Six-Day Faculty Development Program (FDP) on Grid and Cloud Computing from 7th –14th August 2014.
• Organized a One-Day Workshop on Cloud Computing on 26th February 2014.

 
Workshops Attended

• FDP on Education 5.0 organized by Dr. M.G.R Educational and Research Institute from 15/05/2023 to19/05/2023
• Webinar on “AI for Agriculture”organized by PALS on 05/04/2023
• Webinar on “Introduction to Blockchain Technology” organized by PALS on 04/04/2023.
• STTP on “Advanced Approaches and Insights on Artificial Intelligence and Deep Learning in Health Care organized by Sri Venkateswara College of Engineering from 27/03/2023 to 31/03/2023.
• FDP on Fintech organized by Imarticus Learning Pvt. Ltd from 17/03/2023 to 18/03/2023
• FDP on Exploring Next Generation Smart Solutions organized by Sri Sivasubramaniya Nadar College of Engineering from 06/03/2023 to 08/03/2023
• AICTE Sponsored workshop on “Gender Audits in Higher Education Institutions: The Why and How?” at Sri Venkateswara College of Engineering from 27/01/2023 to 28/01/2023.
• IP Awareness/Training program organized bv Intellectual Property Office, India.
• One day workshop on Curriculum Design at Sri Venkateswara College of Engineering on 28/10/2022
• Webinar on “Analytics in HR” organized bv Imarticus Learning Pvt. Ltd on 23/09/2022
• Workshop on “Quantum Computing and its Applications” at Sri Venkateswara College of Engineering from 19/09/2022 to 23/09/2022.
• Five-Day Online Faculty Online Training Programme on “Recent Trends in Cyber Security” at Anna University from 13/06/2022 to 17/06/2022.
• Workshop on “AWS Innovate AI/ML Edition” organized by Amazon on 24.02.2022
• Workshop on Cyber Security through Deep Learning on 31/01/2022.
• Webinar on “Tableau – Advanced Interactive Dashboard and Storyline Creation and it’s Application” organized by BrainSwig Edutech Pvt Ltd on 30.01.2022
• AICTE ATAL FDP on Predictive Intelligence Models and its Applications” from 12/07/2021 to 16/07/2021.
• FDP on MATLAB for data scientists at SVCE from 05-04-2021 to 09-04-2021.
• ATAL FDP on Human Centre Computing at Gauhati University Institute Of Science And Technology during 15.02.2021 to 19.02.2021
• ATAL FDP on Deep Learning for Cyber security at SVCE from 30-11-2020 to 04-12-2020.
• AICTE Sponsored STTP on Service Oriented Applications: Concepts, Technology, Design and Development at R.M.K Engineering College during 12/10/2020 – 17/10/2020
• One week STTP on Artificial Intelligence in Health Care organized by Kumaraguru College of Technology from 16.7.2020 to 22.7.2020.
• Webinar on Challenges in 4G & 5G Technology at Sri Venkateswara College of Engineering on 20-06-2020.
• Webinar on “ARE YOU AGILE?” on 11.07.2020 and 18.07.2020 at SVCE
• One week FDP on Advanced Research Methodology and Innovative Teaching Pedagogy at Tulsiramji-Gaikwad Patil College of Engineering and Technology during 8-06-2020 to 13-06-2020.
• Five day FDP on Machine Learning at J.B. Institute of Engineering and Technology during 1-06-2020 to 5-06-2020.
• Webinar on Artificial Intelligence in year 2020 and its applications at Queen Mary’s College on 5-06-2020.
• Webinar on Real time AI in Business Intelligence Applications at Sri Venkateswara College of Engineering on 3-06-2020.
• Webinar on Artificial Intelligence for Covid’19 at DMI College of Engineering on 30-05-2020.
• Webinar on Glimpse of Ethical Hacking at PSNA College of Engineering and Technology on 23-05-2020.
• Short Term Training Program on “Transition from Machine Learning -> Deep Learning: Text, Image and Speech Processing” at SVCE during November 12-17,2018.
• Two-Days Hands on workshop on “Python Programming” during July 26th and 27th 2018.
• One day Industry based workshop on “Artificial Intelligence using Python” on 30th August 2018.
• One week short term course on Python Programming at NITTTR,Taramani,Chennai during 20th.Nov,2017 to 24th Nov,2017
• Attended Workshop on “Data Analytics” during 5thJune – 7th June 2017 Organized by Department of Information Technology.
• FDP on “Data Analytics” at Infosys on 1stand 2ndJune 2017.
• National Workshop on Data Analysis & Business Intelligence at Sri Venkateswara College of Engineering,5th & 6th Dec 2016.
• Two days Workshop on “Advances in Image Processing and its Applications” on 18th & 19th March 2016 at SVCE
• FDP on “Mobile Application Development”, on 8th & 9th January 2016 at SVCE
• FDP on IT project management during 16-17 December 2008

 
Workshops Organized

• An inter college 24-Hour industry associated Hackathon HACKIT 2.0 on 12.5.2022 and 13.05.2022 in association with Mr.Cooper.
• Webinar on “Business Analysis for Beginners” on 28.01.2023
• Guest Lecture on “An Overview of Machine Learning Design Patterns” on 07.11.2022
• Four days workshop on “Walkthrough from AI & ML to XAI” from 26th to 29th October 2022.
• HACKIT- An inter college 24-Hour online industry associated Hackathon during 12.5.2022 and 13.05.2022.
• Workshop on “Data Visualization using Tableau” during 29.11.2021 & 30.11.2021
• Guest Lecture on “What not to do to be an entrepreneur” on 23.07.2021
• Webinar on “Start Hacking Legally” on 10.04.2021
• Webinar on “Opportunities for Freshers in the Data Analytics Industry” on 09.06.2020.
• International webinar on “Blockchain101” on 06.06.2020.
• Three Day National Level Entrepreneurship Awareness Camp” for Information Technology Students in association with Entrepreneurship Promotion and Incubation Centre, SVCE sponsored by Department of Science and Technology, Government of India and supported by Entrepreneurship Development Institute of India, Ahmadabad from 20th February to 22nd February 2020.
• A one day hands-on workshop on Software Testing on 8.2.2020
• AICTE Sponsored National Seminar On Deep Learning for Big Data Analytics at SVCE, on 9thNov,2017 and 10th Nov,2017
• Six-Day FDP on Grid & Cloud Computing during 7 – 14 August, 2014
• One-Day Workshop on Cloud Computing on 26th Feb 2014

• FAT Coordinator
• Project Coordinator
• Module Coordinator
• Data Science- Centre of Excellence In charge
• NBA Ctiterian-1 In-charge
• NAAC Coordinator
• IQAC Coordinator
• Time Table Coordinator
• Budget In-charge
• Faculty Advisor

• Selected as Principal member representing SVCE in the BIS–LITD34 Sectional Committee.
• Recognized as an Anna University approved Research Supervisor (Ref. No. 4140137) in the Faculty of Information and Communication Engineering.
• Served as Session Chair and Reviewer for reputed international conferences and journals.
• Completed NPTEL-AICTE FDP course on “Data Mining” with Elite certification.
• Completed NPTEL-AICTE FDP course on “Introduction to Machine Learning” with Elite certification and awarded in top 2%.
• Completed Coursera course on Getting started with AWS Machine Learning
• Completed Coursera course on Aruba Networking Basics.
• Completed Coursera course on Introduction to Programming with MATLAB.
• Completed Coursera course on Programming for Everybody (Getting Started with Python).
• Completed Coursera course on “Natural language processing in tensorflow”.
• Completed Coursera course on “Data Scientist’s Toolbox” offered by Johns Hopkins University.
• Completed Coursera course on “Natural language processing in tensorflow” offered by deeplearning.ai.
• Completed Coursera course on “Neural Networks and Deep learning” offered by deeplearning.
• Completed Coursera course on “R Programming” offered by Johns Hopkins University.
• Completed NPTEL-AICTE FDP course on “Data Mining” with Elite certification.
• Completed NPTEL-AICTE FDP course on “Introduction to Machine Learning” with Elite certification

Session Chair

• Session chair for the IEEE International Conference on Computing and Communications Technologies at Sri Sairam Engineering College on 17-04-2025.
• Session Chair for the IEEE International Conference on Smart Technologies for Sustainable Development Goals (ICSTSDG) on 7th November 2024 at S.A. Engineering College, Chennai.
• Session Chair for the AICTE sponsored International Conference on Sustainability Management and Energy-Efficient Solutions on 2 nd February 2026 at Sri Venkateswara College of Engineering.

 
Resource Person

• Delivered a session on “Gen AI Models for Image Generation” as part of the Value Added Course “Generative AI for Software Development” for the II Year Artificial Intelligence and Data Science students on 23.09.2025.
• Delivered a session on the topic “GenAI Models for Image Creation” on 13.02.2025 in the 12-day Alumni Workshop Series on “Building the Future with Applications of Generative AI”. Feb 10 – Feb 22, 2025 organized by Department of Computer Science and Engineering, Sri Venkateswara College of Engineering.
• Handled a session titled “Neural Networks (Hands-on)” on 13-09-2024 for the Value Added Course VD22702 – Artificial Neural Networks organized by the Department of Electronics and Communication Engineering, SVCE.
• Delivered a session on “Introduction to Neural Networks” in the Ten day Workshop series on “From Scratch to Deployment: Hands-On Model Building with Keras and TensorFlow” on October 14, 2024 organized by the Department of Computer Science and Engineering, Sri Venkateswara College of Engineering.
• Visited government school and delivered a talk on “AI Tools” on 28-03-2024 as a part of Unnat Bharath Abhiyan initiative.
• Delivered a session on "MS-Excel” on 14 th March 2024 in 5-day workshop on ”Enhancing Digital Literacy” for the supporting faculty from March 11-15, 2024
• Delivered a webinar on "Supervised Learning in AI and ML" on 12 th March 2024 at Loyola Institute of Technology.
• Delivered a talk on “Excel for Entrepreneurs – Intermediate” as a part of the “DST sponsored online Women Entrepreneurship Development Program (WEDP'24)” organized by SVCE-EPIC, supported by the Department of Information Technology on 28 th February 2024.
• Delivered a session on “Numpy Operations in Python” in the Workshop on Foundations of Data Science using Python organized by the department of Information Technology of Sri Venkateswara College of Engineering on 13-02-2024.
• Delivered a session on the topic “Third Generation Neural Networks (Hands-on)” on 07-02-2024 in Anna University Sponsored Physical FDTP Programme on CS355- Neural Networks and Deep Learning from 05.02.2024 to 10.2.2024 conducted by Rajalakshmi Institute of Technology.
• Delivered a guest lecture on “ADB402 – Artificial Intelligence – I”at Dhanalakshmi College of Engineering on 06 April 2022.
• Delivered a technical talk on “Machine Learning Techniques for Predictive Modeling” in FDP on Research perspective in AI & its applications in RMK College of Engineering and Technology on 22-07-2021.
• Handled a session on “NumPY Library options in Python” in STTP on Python for Data Science on 26-06-2021.
• Handled a session on “Introduction to Java, Environment, Data Types, Scanner” in Online Java Certification programme on 04-01-2021.
• Delivered a technical talk on “Bio Inspired Computing” in the department research forum on 25-02-2020.
• Handled a session on “Control structures for developing dynamic programs” in Five days value added course on IT6903 – Python Programming on 05-12-2018.
• Handled a session on “HTML CSS” in Anna University approved FDTP on Web Programming held during 12 th – 19 th June 2015.