3rd-year Computer Engineering student at Chitralada Technology Institute (CDTI), Bangkok. I build resilient AI pipelines, deterministic decision engines, high-frequency async automation, and long-range IoT telemetry systems.
- 🧠 AI & LLM Systems: Engineered SmartStudy AI and FutureMe AI — combining multi-modal LLM workflows with
tenacityexponential backoff retries, strict JSON schema validation, and deterministic scoring engines ("Rules decide. AI explains."). - ⚡ Async & Computer Vision: Built modular 8-state Finite State Machines (FSM) running on 30ms async loops with OpenCV multi-scale template matching, Contour OCR telemetry, and real-time webhook broadcasting.
- 📡 Embedded & Hardware Telemetry: Designed dual-tier ESP32-S3 + FreeRTOS + LoRa long-range sensor telemetry networks (Top 10 Finalist @ STI Competition 2026) and TypeScript thermal/POS hardware integrations.
- 🛡️ Engineering Philosophy: Security-first, deterministic algorithms, fault-tolerant retry logic, and proactive async collaboration.
| Project | What it is | Stack |
|---|---|---|
| 🎯 FutureMe AI | Evidence-based career & pathway recommendation platform across 23,257 national curriculum tracks with deterministic scoring, 5-year living cost index, and PDPA-first architecture. National Finalist, JUMP Thailand Hackathon by AIS 2026 | TypeScript Next.js 15 FastAPI Python |
| 📡 LoRaFarm Control | Dual-tier long-range IoT farm telemetry network on ESP32-S3 with FreeRTOS multi-tasking and standalone Live Web Dashboard. Top 10 Finalist, STI Competition 2026 | C++ ESP32-S3 FreeRTOS LoRa TypeScript |
| 🧠 SmartStudy_AI | Multi-modal learning & automated exam generation platform powered by Google Gemini LLM, featuring tenacity exponential backoff for HTTP 429 resilience and strict JSON schema parsers |
Python Gemini AI Streamlit Tenacity |
| ⚡ async-2026 | High-concurrency asynchronous Python patterns, non-blocking event loops, FastAPI services, HTTPX, and real-time WebSockets | Python Asyncio FastAPI WebSockets |
| 🔬 Python_Bytecode | Deep-dive exploration and interactive visualization of CPython compiler opcodes, stack frames, and virtual machine internals | Python TypeScript Compiler Internals |
| 🖨️ Web_Printer | Web-based thermal receipt and POS printer hardware integration interface with deterministic queue formatting | TypeScript POS Hardware Web APIs |
| 🎓 Interactive Exam Mastery Suite | Interactive simulation & academic mastery apps for Embedded Systems, AVR Studio, Digital Image Processing, and LUMA Defense | TypeScript HTML5 Interactive Sim |
- 🥉 Top 10 Finalist (Central Thailand): Science, Technology, and Innovation (STI) Competition 2026 — LoRaFarm Control
- 🚀 National Competitor & Finalist: JUMP Thailand Hackathon by AIS 2026 (AIS Academy x NIA) — FutureMe AI
- ⚡ National Competitor: TESA Top Gun Rally 2025 — Embedded Systems & IoT Championship
- 🛡️ Competitor: CDTI Cybersecurity & AI Hackathon — 21M-Line Access Log Forensics & E-Nose ML
