Ashwini Kumar Upadhyay

Assistant Professor

Ashwini Kumar Upadhyay

Assistant Professor

Assistant Professor at the Department of Electronics Engineering, Rajkiya Engineering College Kannauj.

Personal Information

To explore my Curiosity to learn about things and disseminate my gathered knowledge, I find myself working as an Assistant Professor in the Department of Electronics, REC Kannauj.

I take interest in Data Science, Machine/Deep Learning, Image Processing, and Embedded Systems.

Academic Information

1. PhD (Submitted) in Deep Learning-based Medical Image Segmentation from NIT Patna.
2. M.Tech from Indian Institute of Technology, Kanpur in Laser & Photonics.
3. B.Tech in Electronics & Communication Engineering from Uttar Pradesh Technical University, Lucknow.

Research Information

My current research focuses on Medical Image Segmentation using Deep Learning (DL) techniques. I have worked extensively with U-shaped models and explored advanced methods such as semi-supervised learning, image super-resolution, fractional-order gradient descent optimizers, self-attention-based transformers, and various attention mechanisms. Additionally, I have investigated multi-task learning to enhance model performance. A key aspect of my work involves developing computationally efficient models to enable their real-time deployment in clinical settings.

Google Scholar Link

ResearchGate Profile Link

Achievements

My Gnomio Moodle Page for Learning Management of Students

Achievements

1. In-charge, Training & Placements (2021- Till Date)
2. Convener, Cultural Events (2017-2021)
3. In-charge, Central Conference/Seminar Hall (2024-Till Date).
4. B.Tech Project Coordinator (2022-Till Date)