Deep Learning & Machine Learning Projects

Masters Thesis: AI in Ultrasound Medical and NDT

Advanced research applying deep learning techniques to ultrasound in both medical and non-destructive testing.working on image analysis and segmentation Next i ll explore

• how to increase ultrasound images resolution using Deep learning techniques.
• how to segment and classify organs in ultrqsound images.
• how to classify different types of defects in NDT images.
• IMPLEMENTING super resolution techniques to increase ultrasound images resolution KEEP THAT IN MIND
• ### READ My Pdf Document — View on GitHub

Medical investigations here

CVPR 2023 DarkVision Workshop

Participated in competitive workshop focused on deep learning applications for ultrasound imaging. Developed models for NDT 3D image analysis and segmentation

Workshop Details

Welding images MULTICLASSIFICATION 2024

Deep learning applications for WELDING IMAGES MULTICLASSIFICATION IN kaGGLE basically multi class classification of welding images. — View on Google Collab

Marinex: Open Source Marine Charts

Working on creating my own open source solution for marine navigation chart visualization. Built with modern web technologies for optimal performance. Still a work in progress. i gathering information and looking for collaborators.that will help me to make this project a reality. don’t hesitate to contact me if you are interested in collaborating. i have valuable bathymetric data that i want to explore and visualize. ill be testing the project and work to get this piece of software on every boat out there. — View on GitHub

Thyroid Cancer Detection CNN

Implemented one-dimensional convolutional neural network for thyroid cancer detection from ultrasound data. i need more time to fix git repos — Finishing as soon as i have time View on GitHub

Technical Skills

Programming Languages

• Python
• C/C++
• Matlab

Frameworks & Libraries

• NumPy
• Pandas
• PyTorch
• PyTorch3D
• TensorFlow

Domain Expertise

• Signal Processing
• Image Analysis
• Marine Navigation Systems /Detection
• Electronics
• Naval Architecture
• Ai / Machine Learning
• Ultrasound Technology

Publications

University Club Magazine

• Physica Magazine Edition 1
• Physica Magazine Edition 2

Community Involvement

Founded Scisociety - Organizing and delivering scientific public talks to promote knowledge sharing and community engagement.