🎓 Samizo-AITL Portal
“A structured portal for understanding the full landscape of semiconductor device technology.”
「半導体デバイス技術の全体像を構造的に示す」
🌐 Language
The Samizo-AITL Portal is a comprehensive learning platform created by Shinichi Samizo,
aimed at providing a structured understanding of semiconductor device technology—
from physical structures and materials to device physics, compact models, circuits, reliability, and manufacturing ecosystems.
This portal is built around three core repositories:
- Edusemi-v4x — foundational framework
- SemiDevKit — physical modeling & implementation
- Edusemi-Plus — extended semiconductor domains
AITL (AI × Control × LLM) serves as the Applied Layer,
leveraging these semiconductor foundations to create intelligent dynamic systems.
🧩 Main Core (Foundational Repositories)
The central components of Samizo-AITL.
They form a complete conceptual map of semiconductor device technology.
1️⃣ Edusemi-v4x (with SystemDK)
A systematic and comprehensive curriculum covering semiconductor processes, devices, PDKs, circuit basics, and
SystemDK-based physical analyses including thermal, stress, SI/PI, and EMI constraints.
2️⃣ SemiDevKit
A fully integrated device development kit that spans
Poisson/Drift-Diffusion simulation, BSIM4 compact modeling, SPICE simulation,
NBTI/HCI reliability analysis, and physical layout using OpenLane-Lite.
3️⃣ Edusemi-Plus
A comprehensive extension material that connects semiconductor fundamentals with
materials, packaging, PCB, advanced fabs, global supply chains, equipment, and industrial structures.
It complements and expands the core technical understanding.
🎛️ Applied Layer (Control × AI × LLM)
Technologies that apply the semiconductor foundation to dynamic systems, control, and intelligence.
EduController (includes SoC_DesignKit)
A structured learning resource covering PID control, FSM design,
AI-assisted adaptation, and HDL generation templates for SoC implementations.
AITL-Controller
Prototype controller using a three-layer structure
(PID × FSM × LLM), implemented in minimal Python.
⚠️ Experimental / Under Review
Concept prototype only. Not for production use.
AITL-H (PoC)
A reproducible proof-of-concept implementation of the AITL three-layer control architecture
based on PID × FSM × LLM.
🏛️ Integration Layer (Concepts & Future Strategy)
The previous Strategy repository will be replaced with a new framework that integrates
Semiconductors × Control × AI × Physical Constraints into a modern national-level technical strategy.
📚 Supplementary Layer
Additional repositories that complement the core and applied layers.
| Project | Description | Link |
|---|---|---|
| EduMecha | Mechanical design exercises using Creo | |
| Inkjet | Thin-film piezo actuator structures and analysis | |
| SamizoGPT | Prompt engineering & AI workflow templates | |
| SemiTechBot | Semiconductor Q&A chatbot | |
| Rekiden | History × AI simulation material | |
| AssetPortfolio | Investment guide for engineers (ETF/NISA) | |
👤 Author
| Item | Details |
|---|---|
| Name | Shinichi Samizo |
| Title | Independent Semiconductor Researcher |
| Links |    |
