Versatile developer proficient in C/C++, Rust, and Python, with expertise ranging from low-level system optimization to deep learning architectures. Passionate about software internals, tracing, and open-source contributions (e.g., uftrace, stumpless). Currently leading VectorWave, an open-source framework integrating LLM-based self-healing and execution tracing. Experienced in designing complex architectures like semantic caching and agent systems, with a focus on logically validating performance and stability.
--- 😀Become a contributor of uftrace😀Make intellij idea plugin(transparent_class)
😀Started a new AI project(vectorwave , connect program to vector db automatically)
An open-source framework designed to bridge the gap between runtime execution and vector databases.
- 🤖 Self-Healing & Tracing: Features LLM-based agents that automatically analyze errors (Self-Healing) and trace function executions.
- 🧠 Semantic Caching: Implements intelligent caching mechanisms to optimize LLM interactions and reduce costs.
- 🔄 Regression Testing: Includes a 'Replayer' module to validate function outputs and ensure system stability.
🏄♂️ VectorSurfer
The visual dashboard companion for the VectorWave ecosystem.
- 📊 Real-time Monitoring: Visualizes function traces, token usage, and agent activities in real-time.
- 📉 Analytics: Provides comprehensive insights into system performance and log data managed by VectorWave.
A robust Command-Line Interface (CLI) tool for testing and verification.
- 🛠️ Diagnostic Tool: Allows users to interact with VectorWave directly from the terminal to verify installations and trigger vector operations.
- 🧪 System Validation: Simplifies the process of testing framework components and checking system health status.
Here's a list of the projects I've contributed to:
- ⚙️ Feature Development: Developed the
struct to_stringfunction. - ⚙️ Translation: Translated English to Korean.
⭐ uftrace
- ⚙️ Feature Addition: Added graph fields (total/self avg, min, max) to
cmdsandtui. - ⚙️ Test Improvement: Excluded
system_initialize_functionint295andt296using the filter option. - ⚙️ Installation Support: Enhance shell script installation for Rocky Linux 9.
📧 Email: [email protected]