Software & ML Engineer

Kaung Hset
Hein.

@PhilixTheExplorer

I build production-grade systems that don't just work... they scale. I architect solutions with scalability, performance, and maintainability at their core. From schema-driven content systems to memory-efficient ML pipelines, I obsess over the details that matter in production.

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Core stack

Build tools, model tools, shipping tools.

Full skill set

Core

TypeScriptNode.jsNext.jsJavaPythonFlutterFastAPIPostgreSQLPyTorch

Workflow

DockerpnpmuvBiomelefthookGitHub Actions

About

Systems-minded builder with an ML edge.

I am studying Computer Science at KMUTT while building practical software across desktop, web, backend, and machine learning systems.

My work leans toward tools that people actually use: offline Java training environments, academic knowledge platforms, OCR pipelines, and AI systems with production-shaped constraints.

15+

Projects

Awards

3.86

GPAX

Latest credentials

Specializations, completed.

Full archive

DeepLearning.AI & Stanford University

Selected Work

Things I have built.

Personal2026Full-Stack · Desktop

Bug Gym

Offline Java exam practice with native testing on Windows, macOS, and Linux

Closed the practice gap between Moodle exams and general-purpose IDEs with a focused, offline workflow distributed across three desktop platforms.

Java 21JavaFXRichTextFXMavenCommonMark

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Personal2026Desktop · Systems

Lexo

An open-source OCR workstation for Burmese documents, scanned books, and PDFs

Consolidates OCR, PDF repair, and text cleanup into one installable tool with two interfaces and three export formats for research and publishing workflows.

PythonPySide6TyperPyMuPDFGoogle Drive API

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Personal2026Full-Stack · Web

MyanTyper

Private, guided practice for the Windows Myanmar Visual-order keyboard

Turns Myanmar Unicode’s visual input order into a progressive physical-key learning path across six tracks, while keeping practice private, ad-free, and fully usable without an account.

Next.js 16React 19TypeScript 6Tailwind CSS 4Better Auth

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Coursework2024Full-Stack · Web

CampusLink

The auth and course modules of a 14-module campus platform built by 30+ student developers

Owned the authentication layer that every other module in a platform built by 30+ student developers depended on, making my team's RBAC contract the integration point the whole project was built against.

ReactViteReact RouterTanStack QueryReact Hook Form

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Capstone2026ML · Mobile · Research

MindSync

A journaling app that reads what you wrote and how you sounded, then surfaces the gap

Built the dual-channel analysis and the evidence behind it: a 15-model benchmark that overturned the text model already in production, replacing it with one scoring 0.172 higher macro-F1.

FlutterDartRiverpodHiveFastAPI

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View all projects

Beyond the projects

Experience

Student Mentor

School of Information Technology, KMUTT · Sep 2024 - May 2026

Full work history

Latest writing

Windows Myanmar Keyboard ကို အခြေကနေ စနစ်တကျ လေ့ကျင့်နိုင်မယ့် Free Open-Source Typing Tutor (MyanTyper)

MyanTyper is a free, open-source touch-typing tutor for the Windows Myanmar (Visual order) keyboard, with a six-track curriculum, Keys and Reader practice modes, Free Type, and private local-first progress.

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Recognition