I enjoy breaking down complex technical problems and building creative, efficient solutions that actually work, while continuously learning and exploring new technologies independently.

Embedded Systems • C/C++ • python • Computer Vision • Open Source

• Contributing to OpenCV
• Investigating computer vision algorithm edge cases in C++
• Improving performance and system-level design

Contributing to the OpenCV computer vision library C++ by developing tests and analyzing algorithm edge cases in image-processing pipelines.

• Writing unit tests for computer vision algorithms
• Investigating algorithm behavior and edge cases
• Working with C++ image processing pipelines
• Contributing to a large-scale open source computer vision codebase

C++ contribution to the OpenVINO PyTorch frontend focused on improving matrix-chain computation.

• Implemented the linalg_multi_dot operator in C++ for the OpenVINO PyTorch frontend
• Applied Matrix Chain Optimization to reduce computation cost by ~35%
• Developed pytest validation tests using PyTorch and NumPy
• Verified correctness across CPU and GPU inference backends

Developed a Model Context Protocol server that extracts structured context from Git repositories for AI coding agents.

• Built a Python backend service integrating Git repository analysis
• Implemented code hotspot detection and repository activity tracking
• Designed tool-based APIs for AI agent integration
• Added caching and controlled subprocess execution for efficient automation
• ✔️ Contribution merged into the awesome-mcp-servers repository
  punkpeye/awesome-mcp-servers#1643

Designed a real-time simulation system inspired by embedded control architectures.

• Built an event-driven simulation engine in Python
• Implemented concurrent movement coordination and state-based control logic
• Designed a modular architecture separating logic, physics, and UI
• Optimized performance and memory usage for real-time responsiveness

Full-stack application for managing photo printing orders.

• Developed the system using C# with ASP.NET Core MVC
• Designed a modular backend architecture for scalability and maintainability
• Implemented user and order management logic
• Integrated SQL Server for data storage and retrieval
• Worked in an Agile development workflow

Feel free to reach out regarding collaboration, open-source contributions, or engineering opportunities.

• 📧 Email: Tami32914@gmail.com
• 💻 GitHub: https://github.com/TamiShaks-2
• 📞 Phone: 055-6706-441