DEPARTMENT OF Computer Science and Engineering

Educational Qualification:

• B. Tech. – Kerala University
• M.Tech. – CUSAT
• Ph.D. (Pursuing) – DCA, CUSAT

Specializations:   

• Natural Language Processing

Current Research Interests:

• NLP
• AI
• ML, DL

List of Journal Publications:

• Sruthi S., B. Kannan, and Binu Paul. 2021. ‘Improved Word Sense Determination in Malayalam using Latent Dirichlet Allocation and Semantic Features’. ACM Trans. Asian Low-Resour. Lang.Inf. Process. 21, 2, Article 37 (March 2022), 11 pages. DOI: https://doi.org/10.1145/3476978 (ACM-TALLIP, SCIE, IF- 1.4)
• S,Sruthi. ‘Malayalam Word Sense Disambiguation using Machine Learning Approach’ International Research Journal of Engineering and Technology (IRJET)Volume: 09 Issue: 03 | Mar 2022: 1373-1378.
• Sruthi, S., Kannan Balakrishnan, and Binu Paul. ‘An LDA-based approach towards word sense disambiguation in Malayalam’ Proceedings of International Conference on Machine Intelligence and Data Science Applications. Springer, Singapore, 2021.
• S,Sruthi. ‘Comparison of Online record linkage techniques’ International Research Journal of Engineering and Technology Vol 2 no. 9 (2015): 2236-2240.

Conferences

• Paper Titled “Improving Malayalam Word Sense Disambiguation by exploiting various semantic features and vectorization methods” has been presented in the conference THIRD INTERNATIONAL CONFERENCE ON SPEECH AND LANGUAGE TECHNOLOGIES FOR LOW-RESOURCE LANGUAGES (SPELLL 2024) held during Dec 4 – 6, 2024, at Vellore Institute of Technology, Chennai, India. 
• Best paper award for the paper titled “An LDA based approach towards word sense disambiguation in Malayalam”, presented at the International Conference on Machine Intelligence and Data Science Applications (MIDAS-2020) organized by school of computer science, University of Petroleum and Energy Studies (UPES)-Dehradun-India, held on Sept 4-5, 2020
• Presented a paper titled ‘Malayalam Word Sense Disambiguation Using Support Vector Machines’ in the virtual international conference on SCOTA held during 26th – 27th March 2021 at BIT Mesra, Ranchi.
• Best Presentation award for the paper entitled “Pneumonia Detection Using Image Processing” under the track “Image Processing” in the ICCI-’21 organized by Department of Computer Science and Engineering, Christ College of Engineering, Irinjalakuda under the aegis of Christ Engineering Congress (CEC 2021) held from 13th to 15th July 2021.
• Presented a paper titled ‘Emergency Help for Road Accidents’ in the virtual international conference on SCOTA held during 26th – 27th March 2021 at BIT Mesra, Ranchi
• Presented a paper titled “Comparison of Online Record Linkage Techniques” in the two-day National Conference on Emerging Trends in Computing Technologies, Feb 16,17 2012.

Certifications

• Completed Google cloud computing fundamentals course
• NPTEL Online Certification for “Programming in JAVA” in the ELITE class, Jul- Oct 2023
• Completed Sentiment Analysis with Deep Learning using BERT, an online non-credit course authorized by Coursera Project Network and offered through Coursera
• Completed Convolutions for Text Classification with Keras, an online non-credit course authorized by Coursera Project Network and offered through Coursera
• NPTEL Online Certification for “Programming, Data Structures, and Algorithms using Python” in the ELITE class, Jan- Mar 2019.
• NPTEL Online Certification for “Machine Learning for Engineering and Science Applications” Jan-Apr 2019.
• Nvidia deep learning institute (DLI) certificate of competency in the completion of the course fundamentals of deep learning for computer vision.

Workshops and Seminars attended

• Participated in National Conference on Indian Language Computing (NCILC- 2016), Organized by DCA, CUSAT
• FDP ON Exploring Essentials of Cyber Security organized by MITS from 19-11-2024 TO  20-11-2024
• “FDP on Generative AI and Prompt Engineering ” organized by ASAP Kerala from 09-12-2024 to 24-12-2024
• 5 Day FDP on NLP to LLM, organized by College of Engg Kidangoor from 9-12-2024 to 13-12-2024
• AICTE Training and Learning (ATAL) Academy Faculty Development Program on Cutting-Edge Approaches to Natural Language Processing and Large Language Models at DR. J.J. MAGDUM COLLEGE OF ENGINEERING from 16/12/2024 to 21/12/2024
• Workshop on MATLAB organized by MITS, on 21-11-2024
• 5days FDP on Harnessing NLP and ML techniques organized by iiit Kottayam on 24-28, June 2024
• 3 days National Seminar SIKER 2024, organized by iiit Kottayam on May 20-22, 2024
• 2-days workshop and FDP on NLP and Large Language models (N-Large) organized by iiit Kottayam on April 5, 6 2024
•  “Demystifying Machine Learning Algorithms” Workshop organized by Muthoot Institute of Technology and Science on 10-14 October 2022
• 2 days’ workshop on Outcome Based Curriculum Design organised by IQAC MITS 23rd and 24th January 2023
• Addressing open problems in medical domain through AI organized by Muthoot Institute of Technology and Science on 30-1-2023 to 3-2-2023
• Participated in National Conference on Indian Language Computing (NCILC) in the years 2018, Dept. of Computer Applications, CUSAT
• Participated in National Conference on Indian Language Computing (NCILC) in the years 2019, Dept. of Computer Applications, CUSAT
• Summer School on Deep Learning, DCA, CUSAT, 20-05-2019 – 24-05-2019
• Winter School for Women 2020, organized by ICFOSS and co-organized by KSITM 06-01-2020 to 18-01-2020
• Faculty Development Program on Data Science sponsored by ATAL Academy, 27-01-2020 – 01-02-2020
• STTP on “Data Analytics and Machine Learning through Python”, Amal Jyothi College of Engineering, 3-08-2020 – 8-08-2020
• FDP on “NATURAL LANGUAGE PROCESSING USING PYTHON”, Division of Computer Science, SOE, CUSAT, 17-08-2020 – 19-08-2020
• AICTE Sponsored STTP on Design of Knowledge-based Systems using Artificial Intelligence and Machine Learning models: In the context of Agricultural and Food products, 07-09-2020 – 12-09-2020
• AICTE Sponsored 4-days Online Course on Examination Reforms., 15-04-2020 – 18-04-2020
• AICTE ATAL Sponsored FDP on “RECENT TRENDS IN DATA SCIENCE AND ITS TOOLS FOR RESEARCHERS ‘, IFET College of Engineering, 28-09-202 – 02-10-2020
• Virtual global summit on Artificial Intelligence: Responsible AI for Social Empowerment (RAISE2020), 05-10-2020 – 9-10-2020

• AICTE sponsored 6 days of online STTP on Deep learning organized by the Department of Computer Science & Engineering VSB Engineering College Karur, 05-10-2020 – 10-10-2020
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “Internet of Things” from 2021-06-01 to 2021-06-05 at National Institute of Technology, Hamirpur Himachal Pradesh.
• Participated in the First Conference on Deployable AI, conducted from 16-18 June 2021, Conducted by Robert Bosch Centre for Data Science and Artificial Intelligence (RBCDSAI), IIT Madras
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “Designing Intelligent systems” from 2021-7-5 to 2021-7-9 at Indian Institute of Information, Technology, Nagpur, India.
• 2-Day workshop on Introduction to transformers (Transformer Epiphany 2021) organized by the AI-Club NIT Calicut, December 18-19, 2021
• Global Initiative of Academic Network (GIAN) Workshop on Deep Learning Techniques for Conversational Artificial Intelligence April 13, 2022 –April 24, 2022 (13 days) Organized by IITP-AI-NLP-ML Group, Department of Computer Science and Engineering Indian Institute of Technology Patna, Bihta, Bihar, India 

Professional Experience:

• Teaching – 8.5 yrs
• Research – 2.5 yrs