DS

Dr. Roshni singh

Galgotias University, Delhi Technological University

ORCID iD 0000-0001-9895-116X

About

I am a researcher and educator in Computer Science & Engineering, with a specialization in Human Activity Recognition (HAR), Machine Learning (ML), Computer Vision, and Deep Learning. My expertise extends to IoT (Internet of Things), IoV (Internet of Vehicles), Edge Computing, software development, embedded systems deployment, and data analytics. I am passionate about bridging the gap between academic research and industry applications.

My research primarily focuses on developing advanced machine learning frameworks for abnormal human activity recognition using video surveillance, leveraging deep learning architectures like CNNs, RNNs, Transformers, and attention mechanisms. In addition to academic research, I have worked on industrial projects involving Data Fabric architectures, GIS-based analytics, and AI-driven solutions for the energy sector, including grid analytics, anomaly detection, and large-scale data processing.

Passionate about research, mentoring, and innovation, I thrive in collaborative environments that foster problem-solving and knowledge sharing. Whether optimizing ML workflows, enhancing data quality, or enabling intelligent analytics for smart infrastructures, I am dedicated to advancing technology and empowering the next generation of engineers and researchers.

Let’s connect and explore opportunities for collaboration in advancing intelligent computing systems.

Employment

  • Galgotias University Assistant Professor
    2026 - Present
  • Delhi Technological University Research Scholar
    2022 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)