Looking for a job

Osman's Work

@osmanswork

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I'm a software engineer building full-stack .NET systems and computer vision models.

Bangladesh

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What I'm looking for

I'm seeking an impactful software or AI role where I can apply full-stack engineering depth, deep learning research, and strong problem-solving skills.

I've built production-grade full-stack systems with C#, .NET, SQL, and JavaScript, combining practical engineering with a computer science foundation.

In personal projects, I developed local nursery desktop software using C# and MySQL, with Git and GitHub for version control. I also built a Hospital Management System with .NET and Microsoft SQL, applying SOLID principles to API security.

I'm currently researching U-Net-based architectures for cervical spine MRI segmentation, comparing convolutional, transformer, and hybrid deep learning models using the DukeSpine dataset. I preprocess datasets, train multiple architectures, and analyze metrics to identify the best results.

Competitive programming has strengthened my problem-solving and algorithmic thinking. I've solved 500+ Codeforces problems and more than 1,000 competitive programming problems overall, while participating in IUPC and ICPC.

Experience

Work history, roles, and key accomplishments

Current

Research Paper

Current

Research Paper

Jan 2024 - Present (2 years 8 months)

Conducted research on U-Net-based architectures for cervical spine MRI segmentation, comparing convolutional, transformer, and hybrid models using a unique dataset.

Deep Learning Computer Vision TensorFlow Dataset Preprocessing Model Training Metrics Analysis

Personal Projects

Jan 2023 - Dec 2023 (11 months)

Developed a local Nursery desktop software using C# and MySQL, and a Hospital Management System using .NET and Microsoft SQL, ensuring secure APIs with SOLID principles.

C#SQL MySQL .NET Git GitHub SOLID Principles