Sini Raj Pulari

Areas of Research Interest
Deep Learning, Natural Language Processing, Recommender systems, Machine Learning, AI
Funded Project: Early Warning and Monitoring System Of Elephants – Funded by Seed Funding Amrita University (2014 – 2017), A project idea taken from real time scenarios faced by the people who lived in mountainous areas in India.

Block Chain based seamless end to end shipping: Developed a Block chain based application for ensuring seamless end to end shipping. This would greatly reduce the errors and logistics challenges can be averted. (Have won the Internship opportunity with NETAPP Inc. – Hacker earth Woman Innovation Hackathon, completed by 30th Aug 2020

1. Vasudevan, S. K., Pulari, S. R., & Vasudevan, S. (2021). Deep Learning: A Comprehensive Guide [Published by CRC Press-Taylor and Francis]
2. Saranya, C. P., Pulari, S. R., & Vasudevan, S. K. (2021). An efficient crop yield prediction using Bootstrap Aggregative MapReduce Rocchio Classification. International Journal of Sustainable Agricultural Management and Informatics, 7(2), 129-148.
3. Ravikumar, S., Vinod, D., Ramesh, G., Pulari, S. R., & Mathi, S. (2020). A layered approach to detect elephants in live surveillance video streams using convolution neural networks. Journal of Intelligent & Fuzzy Systems, 38(5), 6291-6298.
4. S Vasudevan, VK Kiran, P Sini Raj, S Thangavelu (2020). AI approach with increased accuracy to extract the tabular content from PDF and Image files. International Journal of Advanced Trends in Computer Science and Engineering. 9. 1013-1019.
5. T Giridhararajan, Shriram K Vasudevan, Sini Raj Pulari (2020). IoT Based Approach for the Increased and Improved sales for the Brick and Mortar Stores. International Journal of Advanced Trends in Computer Science and Engineering. 9. 3048-3052.
6. Likhitha, T., & Pulari, S. R. (2020). Diversity in Recommender Systems: A Closer Look. Journal of Computational and Theoretical Nanoscience, 17(1), 222-227.
7. G Sudesh, B Dharmic, SR Pulari, G Ramesh(2018).An extensive study on various methodologies used in the field of recommender systems, International Journal of Pure and Applied Mathematics 119 (18), 1961-1970
8. Raj P, Sini. , Divya, M.(2017). Comparative study of machine learning algorithms over big data sets. Journal of Advanced Research in Dynamical and Control Systems. 9. 72-79.
9. Raj P ,Sini , V,Dayanand,(2017). A Monitoring Framework For Indian Public Bus Transportation Using Machine Learning Techniques. International Journal of Pure and Applied Mathematics Volume 114 No. 11 2017, 59-69,ISSN: 1311-8080
10. Lakshmi, B. S., Raj, P. S., & Vikram, R. R. (2017). Sentiment analysis using deep learning technique CNN with KMeans. International journal of pure and applied mathematics, 114(11), 47-57.
11. Raj, R. A., Haresh, V., & Raj, P. S. (2017). Comparitive Study of Emotion Detection Using Multevel HMM and Convolution Neural Networks from Real Time Videos. International Journal of Pure and Applied Mathematics, 114(11), 71-81.
12. Suresh, C., Yedugiri, B. K., Raj, P. S., & Sreedhar, S. (2015). Inspecting the Proficiency of Novel Algorithms on Sparse Data Domains for Efficient Recommendation-A Glance. Research Journal of Applied Sciences, Engineering and Technology, 10(7), 812-815.
13. Abirami, S., Swapna, T. R., Pulari, S. R., & Chakraborthy, C. (2015). Unsupervised segmentation of retinal vessels from fundus fluorescein angiogram images. International Journal of Applied Engineering Research, 10, 38-43.
14. Shriladha, Magudeswaran, S.K., Raj, P.S., & Subathra, P. (2014). Library Book Recommendation System using CF-Apriori Algorithm. International journal of applied engineering research, 9.
15. Yedugiri, B.K., Chandni, S., Raj, P.S., & Souparnika, S. (2014). Recommender systems – A deeper insight. International journal of applied engineering research, 9.
16. SriDutta, R. G., Raj, S., Vasudevan, S. K., & Abhishek, S. N. An Inventive and Innovative Alternate for Legacy Chain Pulling System through Internet of Things. Indonesian Journal of Electrical Engineering and Computer Science, 688-694.

    Conference Publications:

17. Sini Raj Pulari, Punita A, Raja Varshni Meenachi ,Shriram Vasudevan (May 2022).A Comparative Study Of Employee Attrition Analysis Using Machine Learning And Deep Learning Techniques, 6th International Conference on Inventive Communication and Computational Technologies, ICICCT 2022,Springer Lecture Notes in Networks and Systems,ISSN: 2367-3370 [Accepted, Presented in May 2022, Awaiting to be published]
18. Sini Raj Pulari and Rajathilagam B (2022). Analysis of variants of BERT and Big Bird on Question Answering datasets in the context of scientific research article reviews, 3rd doctoral symposium on computational intelligence (DoSci 2022), Springer Lecture Notes in Networks and Systems, ISSN:2367-3389[Accepted, Presented in February 2022, Awaiting to be published]
19. Mohamed Fuad Amin Mohamed Jamal,Shaima Shawqi Almeer, Sini Raj Pulari (2022).Ship Detection from Satellite Imagery using Deep Learning Techniques to control Deep Sea Oil Spills, International Conference on Innovative Computing and Communication (ICICC), ),Springer Lecture Notes in Networks and Systems, ISSN:2367-3389[Accepted, Presented in March 2022, Awaiting to be published]
20. S Sathyan, SR Pulari (2018). A deeper insight on developments and real-time applications of smart dust particle sensor technology, Computational Vision and Bio Inspired Computing, 193-204
21. Sruthi, M., Pulari, S. R., & Gowtham, R. (2018). Comprehensive Study on Usage of Multi Objectives in Recommender Systems. In Computational Vision and Bio Inspired Computing (pp. 55-67). Springer, Cham.
22. Velamuri, M., Narayanan, A., & Raj, P. S. (2017, August). A Profound Inquiry of Diversified Application and Trends in Big Data Analytics. In International Conference on Ubiquitous Communications and Network Computing (pp. 104-115). Springer, Cham.
23. Ramesh, G., Mathi, S., Pulari, S. R., & Krishnamurthy, V. (2017, September). An automated vision-based method to detect elephants for mitigation of human-elephant conflicts. In 2017 International conference on advances in computing, communications and informatics (ICACCI) (pp. 2284-2288). IEEE.

1. Member of International Association of Engineers (IAENG) – 112740 (2011- Present)
2. Member in Computer Society of India (CSI) – 01112824(2017- Present)
3. AFHEA -Fellowship reference no: PR229397 (2021- Present)
4. ACM Membership No:1898701 (2021 – Present)