Projects

Built, tested, and labeled honestly

Every project carries two independent labels — lifecycle status and deployment reality — plus evidence-labeled claims. Prototypes are called prototypes here.

StatusSearch

6 projects shown

Public demoDeployedAugust 2026 — present

chamroeunhongleng.me

Software & Product Systems · Governance & Commercial Rules

This site: a portfolio where every claim carries an evidence label, and the build refuses to publish work that is not yet honest.

Proof

The site you are reading is the artifact: live at chamroeunhongleng.me on its own domain, built in production mode.

Visit site

Public demoDeployedJuly 2026 — present

PhsarOS

Software & Product Systems · Business & Strategy

An operations platform for small Cambodian shops, cafés, and restaurants: point of sale, inventory, customers, and expenses on one screen.

Proof

The application is deployed and publicly reachable: anyone can open it, create an organisation, and use the point of sale.

Visit site

The Khmer-language chomkar.com homepage: a headline over a photograph of farmers working under shade netting in a vegetable field.

Pre-pilotPublic demo2026 — present

Chomkar OrderLoop

Business & Strategy · Software & Product Systems

A buyer-first coordination concept: one recurring buyer order assembled from documented smallholder commitments before harvest.

Proof

Runner-Up (Top 2) in Turing Hackathon Cycle 10 (Techo Startup Center / Startup Cambodia) — with ~30 structured farmer interviews behind the concept.

Visit site

The LMS landing page: the headline “A calmer way to run teaching and learning” beside a teacher dashboard showing courses, class progress, and recent activity.

PrototypePublic demo2026 — present

LMS — Bilingual Learning Management System

Software & Product Systems · Business & Strategy

A bilingual (English/Khmer) learning management system for course delivery, assessment, communication, and academic analytics.

Proof

The walkthrough prototype is publicly deployed and clickable — anyone can explore the full interface.

Visit site

Illustration: an audio waveform flows into a transcript card reading “សួស្តី ខ្ញុំឈ្មោះ ចំរើន” (“Hello, my name is Chamroeun”), with the labels “Whisper-small, fine-tuned” and “open weights · CLI”.

PrototypeLocal only2026 — present

Kaskor ASR

AI & Machine Learning · Software & Product Systems

Khmer speech-to-text on a fine-tuned Whisper-small — 3.74% CER on a speaker-dependent validation split (self-reported) — public code, released weights, and an installable CLI.

Proof

The public repository contains the full training pipeline — real code, not documentation of intent (train.py, run_eval.py, and nine supporting scripts).

Illustration: a weighted decision matrix scores three farm lots — chili, cucumber, and long bean — on water, soil, market, and labour; the top-scoring row is marked “recommended”.

PrototypeLocal only2026 — present

Chomkar Decision Grid

AI & Machine Learning · Software & Product Systems · Governance & Commercial Rules

A deterministic farm-lot decision engine — 62 unit tests, CI-gated, bilingual Khmer/English audit reports — where a human approves every recommendation.

Proof

Public MIT-licensed repository with working code, tests, CI, notebooks, and a 19 KB README that documents the method and its limits.