Local-First Software, AI Tools & Systems
I build standalone desktop applications, neural network engines, and collaborative developer platforms engineered for performance, user privacy, and standalone execution. Direct in-process neural models, zero cloud telemetry, and hardware acceleration across Windows, Linux, and macOS.
Open Source Projects & Systems
Dedicated documentation, architecture breakdowns, and pre-built distributions.
SubtitleGo (Subtitle Studio)
A standalone desktop speech recognition and subtitle editing studio powered by PySide6 and Qwen3-ASR (1.7B). Runs locally with smart silence pause detection, video preview sync, and SRT/WebVTT export.
OceanGo (AlphaZero Go AI)
Deep reinforcement learning Go engine implementing the core AlphaZero architecture with a 19-block ResNet (dual policy/value heads), 17-plane board state history with Ko rule handling, and batched PUCT MCTS with virtual loss. Engineered with a centralized GPU worker queue.
Bathyal (Project Management)
A lightweight, self-hosted web application for team project management. Built with PHP 8.3 and MySQL 8.0 featuring Kanban boards, full task lifecycles with subtasks, live time tracking, notifications, team roles, and REST JSON API endpoints.
Design & Architecture Principles
Local-First Execution
All compute, transcription, and tensor models execute strictly within local process memory. No user telemetry, no cloud subscriptions, and zero remote data transfer.
Direct In-Process Runtimes
Eliminating microservice and Docker overhead for desktop workflows. Deep integration with PyTorch, ONNX Runtime, and Qt GUI engines.
Hardware Acceleration
First-class support for NVIDIA CUDA (including RTX 50-series Blackwell), Apple Silicon Metal (MPS), and multi-threaded CPU execution.
Portable Distributions
Pre-packaged standalone ZIP bundles with embedded dependencies alongside clean, transparent step-by-step source build documentation.