HUMAN · 99.7% Oudamsith Samin

OUDAMSITH
SAMIN

Computer Vision · MLOps · Full-Stack

CV
vision
ML
models
RPM
racing
// subject_profile [01]

I build things that see — computer vision, MLOps, full-stack. Mostly Python.

I don't love coding; I love hard problems. Code is just the tool.

Off the clock: F1 & MotoGP, sim racing, guitars, keyboards.

9
years experience
10+
projects shipped
github stackoverflow leetcode linkedin telegram facebook tiktok résumé ↗
// objects_detected [05]
99.1% Document Intelligence
featured · OpenCV

Document Intelligence

Extracts text and layout from national IDs, driver's licenses, and vaccination cards — the KYC pipeline that runs under the hood of everything I do with OCR.

document.ocr · OpenCV
IoT Parking

IoT Parking

Camera-based occupancy for Sorya and Ratana Plaza malls, plus a mobile portal for customers.

iot.vision · OpenCV
Traffic Vision

Traffic Vision

Speed and violation detection on a live feed, buffered through FFMPEG, simulated end-to-end in Unity.

speed.detection · FFMPEG
Payment Microservices

Payment Microservices

Split a payment system into services; tightened security and cut operating cost.

system.design · payments
Custom Object Detection

Custom Object Detection

Hull-point detection on cards, trained for a specific client workflow.

object.detection · OpenCV
// capabilities_loaded [09]

vision / ml

OpenCV TensorFlow OpenVINO

backend / infra

Python Go FastAPI Docker Dapr Traefik
// timeline_log [04]
[2023 — present]

Project Lead

  • Led microservice architecture for a payment system; hardened security.
  • Led the underwriting/screening system; cut operational costs.
[2020 — present]

MLOps Engineer

  • Built high-performance document extraction for National ID and Driving License.
  • Built and maintained a face recognition system.
  • Applied CV techniques to lift OCR accuracy.
  • Trained and customized object-detection models per use case.
[2018 — 2020]

IT Executive (Software Developer)

  • Designed and deployed parking systems for Sorya and Ratana Plaza malls.
  • Built a mobile parking-portal app.
  • Built the company portfolio and internal survey system.
[2017 — 2018]

Full-Stack Developer (Lead)

  • Designed a real-time crypto monitoring web app.
  • Maintained servers and optimized web performance.
// other_detections [05]
MOTORSPORT MOTORSPORT
DIY / 3D PRINTING DIY / 3D PRINTING
MECHANICAL KEYBOARDS MECHANICAL KEYBOARDS
5K RUNNING 5K RUNNING
SIM RACING SIM RACING
// ping [03]

Contact Me

let's have a coffee chat
locPhnom Penh, Cambodia
tel+855-96-850-2421
mailoudamsith@gmail.com
$ ./detect --subject opportunity
> scanning for full-stack · cv · mlops roles...
> match found — let's talk.