I work on software and machine learning projects involving computer vision, deep learning, human pose estimation, data processing, and practical system development.

My background is strongest in Python-based development for image and video understanding, model experimentation, research implementation, and building solutions for technically challenging problems. I can contribute to different parts of a project, including prototyping, model development, data preparation, debugging, evaluation, backend logic, and software implementation depending on the problem requirements.

I am comfortable working on:
• Computer vision and deep learning projects
• Python development and technical prototyping
• Data processing and analysis workflows
• Research implementation and experimental development
• Image and video processing pipelines
• Model evaluation, debugging, and improvement
• Software components that support machine learning systems

Tools and areas I work with include Python, PyTorch, OpenCV, NumPy, data processing, model development, and general software implementation for technical projects.

I focus on understanding the problem clearly, building a workable solution, and improving it through careful testing and iteration.