Dr. Pulkit Mehndiratta

Assistant Professor (Senior Grade)

pulkit.mehndiratta@jiit.ac.in, pulkit.mehndiratta@gmail.com

EDUCATIONAL QUALIFICATIONS

Ph D, Computer Science, Dec 2020, Jaypee Institute of Information Technology (JIIT), Noida INDIA Thesis Title: "Analysis and Detection of Sarcasm in Textual Data on Online Social Platfroms" Advisor: Dr Devpriya Soni.
Master of Technology, Computer Science with specialization in Information Security, May 2012, Indraprastha Institute of Information Technology (IIIT-Delhi), Okhla, New Delhi INDIA. Scholarly Paper Topic: "Secure Multi-Party Computations: A review" Advisor: Dr. Somitra Sanadhya (now at IIT-Ropar)
Bachelor of Technology, Information Technology, May 2010, Guru Gobind Singh Indraprastha University, Dwarka, New Delhi INDIA

BIOGRAPHY

With a deep understanding of the subject matter and a passion for sharing knowledge, I want to inspire and explore the frontiers of computer science with curiosity and determination.
My commitment towards growth of the student and institution goes beyond the classroom, as I try to cultivates an environment where learning flourishes and innovation thrives.

WORK EXPERIENCE

7.5 Years

INTEREST AREA(S)

Natural Language Processing, Data Analytics, Artificial Intelligence, Deep Learning, Cyber Security

P.hD. SUPERVISION

Ms. Medhavani Sharma ,(Enrolment: 20403023)
Thesis Title: Word-Embedding Generation for Low Resource Languages

MATER THESIS SUPERVISION

Armaan Kumar Thesis Title: Phishing and Spam detection in Short Messaging Services. (2018).
Ritu Banga Thesis Title: Authorship attribution for textual data on online social networks, (2017).
Neha Gupta Thesis Title: Safebrowse: A help system for secure browsing based on users experience & expectations, (2016).
Komal Srivastava Thesis Title: Privacy Pro: Protecting privacy on Twitter, (2016).

PUBLICATIONS

Journals

Mehndiratta, P., Soni, D. Identi_cation of Sarcasm in Textual Data: A Comparative Study. Journal of Data and Information Science (Walter De Gruyter) 4 (4), 56-83, (2019).(Scopus and ESCI Indexed)
Mehndiratta, P., Soni, D. Identi_cation of Sarcasm in Textual Data using Word Embeddinga and Hyperparameter Tuning. Journal of Discrete Mathematical Science and Cryptography (Taylor and Francis) 22 (4), 465-489 (2019).(Scopus and ESCI Indexed)
Mehndiratta, P., Sachdeva, S., Soni, D. Detection of Sarcasm in Text Data using Deep Convolutional Neural Networks. Scalable Computing: Practice and Experience 18 (3): 219-228 (2017).(Scopus and ESCI Indexed)
Khurrana, M., Sharma, V., Mehndiratta, P., Sachdeva, S,. Source Camera Identification for Mobile Phones using EXIF Data and Lens Features. In International Journal of Computer Science Issues (IJCSI). Mahebourg 12.3 May, 2015: 225-231.
Mehndiratta, P., Sharma, N.. 2011. Botnet detection approach by dns clustering and Behavior analysis. In International Journal of Computing and Applications (IJCA) Volume-6, No.1 Jan-June 2011, ICET-2011 NIT Durgapur West Bengal INDIA. ISSN: 0973-5704.

Conference Papers

Mehndiratta, A., Mehndiratta, P. Factors Affecting Student’s academic performance in Programming using Association Rule Mining. In Fifteenth International Conference on Contemporary Computing (IC3), August 3-5, 2023, JIIT-Noida, Uttar Pradesh, INDIA.
Gupta M., Mehndiratta, P. Towards Efficient Forecasting of Web Articles using Fibonacci Median. In First International Conference on Informatics (ICI), April 14-16, 2022, Jaypee Institute of Information Technology, Noida, INDIA.
Gupta M., Mehndiratta, P.. Analysis and Recognition of Hand-Drawn Images with Effective Data Handling. In Seventh International conference on Big Data Analytics (BDA), December 17-20, 2019, Ahmedabad University, Gujrat, INDIA.
Gupta M., Mehndiratta, P., Bhardwaj, A. Object Recognition in Hand Drwan Images using Machine Ensembling Techniques and Smote Sampling. In Fourth International conference on Information, Communication & Computing Techniques (ICICCT), May 11, 2019. Jagannath Institute of Management Studies, New Delhi, INDIA.
Gupta M., Asthana A., Joshi N., Mehndiratta, P.. Improving Time Series Forecasting Using Mathematical and Deep Learning Models. In Sixth International conference on Big Data Analytics (BDA), December 18-21, 2018, National Institute of Technology, Warangal, INDIA.
Mehndiratta, P., Soni, D. Taking it to the blend!!! A large scale study for Identification of Sarcasm in Textual Data. In Fourth International Conference on Next Generation Computing Technologies (NGCT). November 21-22, 2018, University of Petroleum and Energy Studies (UPES), Dehradun, INDIA.
Gupta, M., Bakliwal, A., Agarwal, S., Mehndiratta, P.. A Comparative Study of Spam SMS Detection Using Machine Learning Classi_ers. In Eleventh International Conference on Contemporary Computing (IC3), August 2-4, 2018, JIIT-Noida, Uttar Pradesh, INDIA.
Banga, R., Mehndiratta, P. Tagging E_ciency Analysis on Part of Speech Taggers. In Sixteenth International Conference on Information Technology (ICIT), December 21-23, 2017, Silicon Institute of Technology, Bhubaneshwar, Odisha, INDIA.
Chachra, A., Mehndiratta, P., Gupta, M. Sentiment analysis of text using deep convolution neural networks. In Tenth International Conference on Contemporary Computing (IC3), August 10-12, 2017, JIIT-Noida, Uttar Pradesh, INDIA.
Banga, R., Mehndiratta, P. Authorship attribution for textual data on online social net- works. In Tenth International Conference on Contemporary Computing (IC3), August 10-12, 2017, JIIT-Noida, Uttar Pradesh, INDIA.
Gupta, N., Mehndiratta, P., Srivastava, K.,. Analyzing Users Expectations, Experience and Mental Models for Safe Browsing. In fourth International Conference on Computing for Sustainable Global Development" (INDIACom). March 01-03, 2017, New Delhi, INDIA.
Srivastava, K., Mehndiratta, P., Gupta, N., Privacy Pro: Protecting Privacy on Twitter. In fourth International Conference on Computing for Sustainable Global Development" (INDIACom). March 01-03, 2017, New Delhi, INDIA.
Mehndiratta, P., Sachdeva, S., Sachdeva, P., Sehgal, Y. Elections Again, Twitter May Help!!! A Large Scale Study for Predicting Election Results Using Twitter. In Third International conference on Big Data Analytics (BDA), December 20-23, 2014, Indian Institute of Technology, Delhi, INDIA.
Batra, U., Mukherjee, M., Sachdeva. S, Mehndiratta, P.. A Model of Privacy and Security for Electronic Health Records. In Databases in Networked Information Systems - 9^th International Workshop, (DNIS), March 24-26, 2014, University of Aizu, Aizu-Wakamatsu, JAPAN.
Bhargava, M., Mehndiratta, P., Asawa, K. Stylometric Analysis for Authorship Attribution on Twitter. To be presented in Second Interntional conference on Big Data Analytics (BDA), December 16-17, 2013, MYRA School of Business, Mysore, INDIA.
Batra, S., Sachdeva, S., Mehndiratta, P., Parashar, H. Mining Standardized Semantic Interoperable Electronic Healthcare Records. In First Aizu Conference on Biomedical Informatics and Technology (ACBIT), September 16-17, 2013, University of Aizu, Aizu-Wakamatsu, JAPAN.
Parashar, H., Sachdeva, S., Batra, S. Mehndiratta, P.. Usability And Information Retrieval Issues On Electronic Health Record Databases. In Sixth International Conference on Contemporary Computing (IC3), August 8-10, 2013, JIIT-Noida, Uttar Pradesh, INDIA.
S., Batra, Sachdeva, s., Parashar, H., Mehndiratta, P.. Applying Data Mining Techniques to Standardized Electronic Health Records for Decision Support. In Sixth International Conference on Contemporary Computing (IC3), August 8-10, 2013, JIIT-Noida, Uttar Pradesh, INDIA.
Batra, U., Mukherjee, M., Sachdeva. S, Mehndiratta, P.. Aspect Oriented Programming for Modularization of Concerns for Improving Interoperability in Healthcare Applications. In Databases in Networked Information Systems - 8th InternationalWorkshop, (DNIS), March 25-27, 2013, University of Aizu, Aizu-Wakamatsu, JAPAN.

Book Chapter

Mehndiratta, P., Sachdeva, S. Analysis of Social Networks for the identi_cation of Sarcasm. In Social Network Analytics for Contemporary business Organizations. IGI Global. ISBN: 9781522550976.
Mehndiratta, P., Sachdeva, S., Parashar, H., Bhalla, S. Standardized Multimedia Data in Healthcare Applications. In Cloud Computing and Digital Media: Fundamentals, Techniques, and Applications. CRC Press, Taylor and Francis Group. ISBN: 9781466569171.

TALKS DELIVERED

COVID-19 Data Analysis and Visualizations at ATAL Online Faculty Development Programme (FDP) on Machine Learning & Artificial Intelligence in Data Science (MAD2-2020) sponsored by AICTE at Jaypee Institute of Information Technology, Noida, INDIA, in October 2020.
Predict future product prices using Facebook prophet at ATAL Online Faculty Development Programme (FDP) on Machine Learning & Artificial Intelligence in Data Science (MAD2-2020) sponsored by AICTE at Jaypee Institute of Information Technology, Noida, INDIA, in October 2020.
Introduction to Excel at Online Staff Development Programme (SDP) on Web Designing, Advanced Office and Communication Skills at Jaypee Institute of Information Technology, Noida, INDIA in October 2020.
From Web Scrapping to Data-preprocessing for Analysis at Online Faculty Development Programme (FDP) on Machine Learning & Artificial Intelligence in Data Science (MAD 2020), in June 2020.
Introduction to Object Oriented Programming using C++ in Staff Development Programme at Jaypee Institute of Information Technology, Noida, INDIA in December 2019.
Introduction to Gephi: The Open Graph Viz Platform at Jaypee Institute of Information Technology, Noida, INDIA in September 2018.
Delivered lecture at National Workshop on Data Science and Visualization Tools held at at Jaypee Institute of Information Technology, Noida, INDIA in November 2018.
Predictive Analysis through R language in Faculty Development Program on Information System Frontiers at Jaypee Institute of Information Technology, Noida, INDIA in June 2017.
Introduction to Machine Learning and Big Data Analytics at GL Bajaj Institute of Technology and Management, Greater Noida INDIA, in October 2016.
Big Data Analytics via Python in Faculty Development Program on Data Analytics and Research at Bharatiya Vidhya Peeth College of Engineering, New Delhi, INDIA in November 2016.
Delivered lecture on Information Security at National Workshop on Information Security at Jaypee Institute of Information Technology, Noida, INDIA in December 2015.
Introduction to Hadoop on Cloudera at National Workshop on BigData Analytics and Visualization at Jaypee Institute of Information Technology, Noida, INDIA in September 2014.

KEYNOTES DELIVERED

Bot-Buster based on bot detection in MALCON 2010, Mumbai INDIA. http://www.malcon.org/
Based on Botnet detection approach using dns clustering and behavior analysis in NULLCON 2011, Goa INDIA. http://www.null.co.in/

WORKSHOPS AND FDP ORGANIZED

Online Faculty Development Programme (FDP) on Machine Learning & Artificial Intelligence in Data Science in June 2020, at Jaypee Institute of Information Technology.
National Workshop on Data Science and Visualization Tools in November, 2018 at Jaypee Institute of Information Technology.
National Workshop on Information Security (NWIS-2015) in December, 2015 at Jaypee Institute of Information Technology.
Faculty Development Program on Wireless sensor networks in 2014 at Jaypee Institute of Information Technology.

Poster Presentation:

Mehndiratta, P., Sachdeva, S., (2013). Current Status of Information Security for HER Services in India in Security and Privacy Symposium, IIT-Kanpur, India.
Bhargava, M., Mehndiratta, P., Asawa, K., (2013) Hey Tweet!!! Where you came from ??? in Security and Privacy Symposium, IIT-Kanpur, India.

Media Coverage:

Article in maganize Searchsecurity.in on 6th, April 2011. http://searchsecurity.in/Botnet-detection-through-DNS-behavior-and-clustering-analysis/

Google Scholar Profile: https://scholar.google.co.in/citations?user=LoUdggcAAAAJ&hl=en