OHMM — Once Human Meta Metrics
An independent build-analysis and combat-modeling platform for Once Human, built through local client-file research to explain formula interactions with traceable calculations.
Independent Software Studio
Complex systems,
Complex systems,
turned into practical tools.
SOAR Studios builds advanced software tools, data pipelines, automation systems, game utilities, and technical interfaces designed to make difficult information usable.
Built independently by a developer focused on difficult technical problems, practical engineering, and tools that explain how they work.
Files Extracted
Extraction Rate
Stat Keys Modeled
Formula Families
Recovered from a complete game-data extraction pipeline built for Once Human research and tooling.
What I Build
Technical software for people who need things to actually work.
Custom Web Applications
Full-stack applications, browser-based tools, and data-driven platforms built with modern frameworks and clean architecture.
Data Extraction & Transformation
Binary-format analysis, decompression pipelines, structured data recovery from local client files, and data normalization for research and tooling.
Game Companion Tools
Build calculators, combat simulators, item databases, and analysis platforms for live-service games.
Featured Work
Real projects, in progress or shipped.
SOARVision
A local real-time HUD analysis system using desktop capture, OCR, structured game-state extraction, and overlay-safe processing.
Once Human Data Extraction Pipeline
A local research pipeline that identified the game client's compression format and successfully processed 90,626 files from the installed package set.
Technical Formula Engine
A graph-based damage formula system with 42 stat keys, 9 formula families, modifier attribution, and explainable calculation traces.
Have a difficult system that needs
practical tooling?
I take on selected freelance projects in software development, automation, data tooling, and technical UI.
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