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