GW Gregorius Willson Projects

6

builds across iOS, machine learning, and the web, 2025 to 2026

01 — Project

mlx-vision

Speculative OCR decoding for Apple Silicon

One MLX toolkit for 4 OCR presets, training-free and neural speculation, with target-verified lossless temperature-zero output.

4
OCR presets
MLX
Apple Silicon

Python · MLX · Vision-Language Models · Speculative Decoding

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02 — Project

StockPro

Production research terminal for Indonesian equities

A production IDX workstation connecting automated ETL, technical and fundamental research, portfolio tools, and AI-assisted analysis.

IDX
market coverage
E2E
data → research

Next.js · React · TypeScript · PostgreSQL

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03 — Project

QuakeSense

Seismic survival simulator for iOS and iPadOS

A single Swift Playground combining physics, procedural audio, and haptics with 26 achievements and 16 safety tips.

26
achievements
Swift SSC
2026 submission

Swift · SwiftUI · SpriteKit · Core Haptics

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04 — Project

statement-to-tikz

Constraint-solved diagrams from olympiad geometry statements

A transparent statement → GeometryIR → solver → TikZ pipeline with residual reporting and a schematic fallback instead of silent failure.

11
constraint types
2
output modes

Python · SciPy · TikZ · Geometry Constraints

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05 — Project

Interactive ML

Browser laboratory for machine-learning intuition

A fully client-side laboratory where model parameters, optimization, and decision boundaries respond in real time.

Live
parameter tuning
Client
side simulation

TypeScript · React · Vite · Data Visualization

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06 — Project

Laundry Management System

Offline-first operations platform for Indonesian laundry shops

An offline-first operations system connecting SQLite → cloud, ESC/POS printing, scheduled reporting, and tool-constrained AI insights.

Offline
first operation
28 days
demand forecast

NestJS · Prisma · React · TypeScript

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