Shruti Mehra

About

Currently working as Assistant Professor in CSE Dept Sharda University with an M.Tech in Data Science and currently pursuing a Ph.D. in Computer Science and Engineering. My academic and research interests focus on Data Science, Machine Learning, Deep Learning, and emerging AI technologies. I am particularly interested in exploring and applying the latest Machine Learning techniques, advanced feature engineering, multimodal learning, and intelligent data-driven approaches

Experience

• 4 years

Qualification

• PHD IN CSE (Pursuing) FROM SHARDA UNIVERSITY
• M.TECH IN CSE DATA SCIENCE FROM SHARDA UNIVERSITY
• B.TECH FROM AKTU

Research

• A book chapter on Role of Advance Sensors in Healthcare in book entitled “Smart Hospital Anatomy with Advance Sensors” is published in ELSEVIER in 2026.
• A research paper on “Case Study on the Effectiveness of Feature Engineering for the performance Improvement of Data Mining Applications.” Published in IEEE Conference International Conference on Intelligent Control, Computing and Communication (IC3) 2025 and included for IEEE Xplore. (Scopus Indexed).
• A research paper on “Case Study on Estimating Optimal k-Value in k-Means Clustering for Machine Learning Applications: on Heart Disease Data” is accepted and presented in International Conference on Networked Computing and Data Analytics (ICNCDA-2025) and will be published in AIP Conference proceedings. (Scopus Indexed).
• A research paper on “Investigation on the Effectiveness of Transformation, Outlier Removal and Normalization on Image Classification” is published in march 2026 in IEEE Conference in International Conference on Emerging Trends in Signal Processing & Computational Intelligence. (Scopus Indexed).
• A Research paper on “Case Study on Effectiveness of supervised Learning Classifiers for Brain Tumor using Feature Optimization Techniques” is published in sept 2025 IEEE Conference (ICDSNS-2025) Bangalore Section.
• 6 other in scopus indexed.

Certifications

• Completed certificate course from IIT DELHI in Agentic AI :Build Autonomous AI Workflow in April 2026
• FDP on Indian Knowledge systems for cognitive science, Engineering, Technology, Governance and spirituality organized by E&ICT Academy, IIT Roorkee in Aug 2026.
• FDP on Recent Developments of AI in Image Processing and Pattern Recognition from ICT Academies of IIT Roorkee, IIT Kanpur, NIT Patna and MNIT Jaipur in Aug 2026.
• FDP on Generative AI from IIT Kanpur in April 2026
• FDP on Data Driven healthcare practices using AI/ML from Chitkara University
• A certificate in Data Science using Python (Data Analytics) from Cetpa Infotech pvt.ltd
• A certificate course in Machine Learning using python from National Institute of Electronics And Information Technology (NIELIT)

Area of Interest

• Data Mining
• Machine Learning
• Pattern Recognition
• Deep Learning