G8DR1CH 
Maths, systems
and software,
engineered end to end.
From raw external data to the product people use: acquisition, data architecture, backend, mobile, operations, and the models that decide what to do next.
$ g8dr1ch --chain → acquire · normalise · match · validate → model · optimise · decide → backend · payments · search → mobile · games · release · QA $ g8dr1ch --playground C · C++ · C# · Python $ g8dr1ch --principle every claim ships with its evidence▌
What the studio builds
One builder across the whole chain, so nothing gets lost between the data, the system and the people using it.
Data pipelines
Repeatable pipelines that turn many outside sources into clean, structured data. Each source's structure and API reverse-engineered, then extracted, normalised, deduplicated, matched and validated. Never a blind import.
Data architecture and matching
One canonical model that makes products from completely different sources a single coherent database, with matching pipelines, human review where it is uncertain, and image pipelines.
Platform backend
Checkout, payments, refunds, vouchers, seller onboarding with identity checks, and search, across Go and Laravel services, each change shipped with its proof.
Mobile apps and games
Flutter apps on Android and iOS, from home feed and price charts to release delivery, and Unity games such as NETFORGE.
Modelling and optimisation
A business problem turned into an algorithm or an equation, then into a working program that management can decide with.
Manufacturing and operations systems
Supply chain and inventory analysis, product identification systems from architecture to prototype, IoT and machine-learning monitoring, CAD and technical drawing.
Quality, release and incidents
QA frameworks and device-fleet testing on Android, iOS and web, production regression, and root-cause tracing when things break.
Process modelling and automation
Seller and fulfilment models mapped end to end, browser automation, and tooling that turns operational guesswork into systems.
Analytics and reporting
Measurement that separates real money from noise, and executive reports built from the settled ledger.
Research
Applied research in product similarity and matrix factorisation, published as first author in Procedia CIRP.
Who builds it
Ignatius Vito
Research and recognition
Similarity Identification System Design for Engineer-to-Order Products with SVD Matrix Factorization
Procedia CIRP 134 (2025) 657–662 · first author
- Grand Finalist, Intel International Science and Engineering Fair2018 · Engineering Mechanics
- Gold Medalist, Olimpiade Penelitian Siswa Indonesia2017 · Engineering Mathematics
- Gold Award and Best Innovation, Sagasitas Research Competition2018 · Electrical Engineering
- Bronze Medalist, Sagasitas Research Competition2017 · Engineering Mechanics
- Finalist, Festival Inovasi dan Kewirausahaan Siswa Indonesia2016
On the bench
Studio projects in progress. Private for now.
Image generation and computer vision
A study engine for image models, built from the maths up.
Image processing pipelines
Automatic cropping, certificate image retrieval and asset packs, run as batch tools.
Market analysis terminal
Honestly sourced data, with every number computed by the engine.
Self-hosted agent platform
Automated agents on one low-cost server, with retrieval and trust scoring.
Procedural music
A game soundtrack written as code, chord by chord.
Privacy-first social prototypes
A discovery feed and a chat with end-to-end encryption.
Games, built on the same engineering
Guide AXON through a living circuit: light the maze, push the lines, carry packets to the core, or just tap and let the grid make music.
Start a conversation
Tell the studio what you are building. The form opens your own mail app with the message filled in; nothing is stored here.