AI Agent Knowledge Base Evaluation System
Multi-dimensional AI agent evaluation system with data anonymization and LLM-as-a-judge architecture
Portfolio
Core Technical Stack Overview
| Technology | Portfolio | Expertise |
|---|---|---|
| Python | Scientific Computing & Data Analysis | Experienced |
| MATLAB | Signal Processing & Meteorology | Advanced |
| Fortran | Physics-based Model Development | Intermediate |
| Web | HTML/CSS/JS & Visualization | Experienced |
| Shell | System Configuration & Automation | Intermediate |
| Academic | Research Resources & Guides | Experienced |
Application Domains
- Earth Science Modeling: Python + HPC + MATLAB
- Data Science: Python + Visualization
- Academic Resources: Application Guides + Resource Curation
- AI/ML Development: LLM APIs + FastAPI + Redis/Celery
For my complete technical stack portfolio with detailed documentation, code examples, and project repositories, please visit:
https://github.com/ktwu01/ktwu01
Featured Projects
AI Text Processing System
Full-stack LLM text processing system with polishing, AI detection, and plagiarism reduction features
Meteor Velocity Variations Research
Advanced signal processing and data analysis of meteor radar observations with novel Double-Gaussian fitting algorithm
Explainable AI for Noah-MP Land Surface Modeling
NCAR-funded project implementing AI to improve physics-based land surface models for plant-rock-water interactions
UT01 Navigation Platform
Unified resource platform for UT Austin campus services with 10,700+ visits and cross-device optimization