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assachandev/README.md

assachan senpaseuth

CS student with 2 years of part-time experience in IoT & AI engineering. Focused on building practical systems at the intersection of hardware and AI — from edge inference to cloud pipelines. Passionate about applying AI to real-world industrial problems, and working toward a full-time role as an AI Engineer.

Experience

IoT & AI Engineer · IoT company

  • Built a computer vision pipeline for industrial measurement — deployed YOLO-based detection on camera feeds to automate object counting and sizing, integrated with physical sensors, data logged to cloud
  • Building a vibration-based predictive maintenance system — real-time anomaly detection for industrial machinery with cloud reporting and ML-based failure analysis (in progress)

Skills

Languages Python Bash

Hardware Raspberry Pi ESP32

Platforms & Tools Linux Server MQTT Git

Currently Learning

Data Analysis Data Science Machine Learning Deep Learning Statistics for ML/DL Rust Docker

Pinned Loading

  1. pdm-vibration pdm-vibration Public

    Predictive maintenance system using vibration sensor to monitor machinery health and send alerts via cloud platform.

  2. telegram-rag telegram-rag Public

    Local RAG system for querying internal documents via Telegram. Runs fully on local servers — no cloud, no data leaks.

    Python