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Donald Filimon

NAME

Donald Filimon

Donald Joseph Filimon · Independent AI systems engineer · Land O’ Lakes, Florida

Synopsis
I turn technically difficult ideas into systems people can inspect, operate, and trust. That means architecture and implementation together, with provenance attached and claims bounded by evidence.
Stack
RustSwiftTypeScriptPythonLLVM / MLIR
Org
The Donald Company · XFOSS
Availability
Working globally from Florida
  • 01AI runtimes
  • 02Developer frameworks
  • 03Apple platforms
  • 04Scientific workflows

WORK

Featured Systems

Eight systems that show how architecture, implementation, validation, and delivery connect. Public links are limited to repositories and documentation verified on GitHub.

ON-DEVICE LENS

Recommended for you

Optional TensorFlow.js ranking can learn from the project signals you choose. Processing stays on this device. No analytics, identifiers, or interaction history are sent anywhere.

Editorial recommendations are active. Personalization is off.

ABI

featured

Rust-native runtime for local AI orchestration, model access, scheduling, MCP tools, memory, plugins, and claim-honest capability reporting.

WDBX Rust substrate

featured

Provenance-aware episodic substrate beneath ABI, combining durable storage, causal structure, retrieval, and evidence-oriented contracts.

Abbey

featured

Operator-controlled CLI and TUI for coordinated personas, skills, plugins, local memory, parallel work, and external agent backends.

Gama Framework

featured

Modular declarative UI framework with one retained render tree across terminal, Apple, WebAssembly, C/Android, MLIR, and Embedded Swift hosts.

PROJECT ATLAS

The reviewed engineering record

65 privacy-bounded project identities from the local reviewed registry: 24 active, 4 experimental, 35 archived, 1 retired, and 1 external. Only approved high-level metadata and verified public links are published. Local paths, repository state, source, and operational findings stay private.

Showing 65 of 65 reviewed project records.

Active work23Current systems, products, infrastructure, and platform work.

Abbey

featured

Operator-controlled CLI and TUI for coordinated personas, skills, plugins, local memory, parallel work, and external agent backends.

activepersonalprimaryrust

Abbey Bot (Rust)

active
activepersonalprimaryrust
Private/local metadata

AbbeyBot (Swift)

active
activepersonalprimaryswifttypescript
Private/local metadata

ABI

featured

Rust-native runtime for local AI orchestration, model access, scheduling, MCP tools, memory, plugins, and claim-honest capability reporting.

activepersonalprimaryrust

Blender configuration

active
activepersonalprimary
Private/local metadata

Cell-State Adaptive Problem Solver

featured

Closed-loop adaptive solver laboratory with WebGPU simulation, reproducible scenarios, and explicit boundaries between observation and validation.

activepersonalprimarytypescript

CoreAIAssistant

active

On-device macOS coding assistant. Canonical home of the Swift Abbey stack after absorbing AbbeyCompanion. Private repository.

activepersonalprimaryswift
Private/local metadata

Custom Perfections

active

Commerce experience for configurable custom printing and personalized gifts, with launch state kept deliberately private. Private repository.

activecompanyprimarytypescript
Private/local metadata

Donald Filimon personal site

active
activepersonalprimarytypescript
Private/local metadata

Gama Framework

featured

Modular declarative UI framework with one retained render tree across terminal, Apple, WebAssembly, C/Android, MLIR, and Embedded Swift hosts.

activepersonalexceptionalswift

HydroCycle

featured

Evidence-gated hydrogen-combustion environment that keeps proposed cycles, scientific-model limits, and validated test runs visibly separate.

activepersonalprimarytypescriptpython

LYLEX

active
activepersonalprimaryrust
Private/local metadata

Minecraft Server Open

active

Minecraft Java protocol server plus a protocol client for a game-playing agent. Private repository.

activepersonalprimaryrust
Private/local metadata

Mixed

featured

Mixed-immersive AURORA-6 manufacturing facility built with RealityKit and a reproducible in-repository Swift package. Private repository.

activepersonalexceptionalswift
Private/local metadata

MLAI Platform

active

Privacy-first Apple Silicon product work spanning a Bun and Next.js web surface with an Expo mobile companion.

activecompanyprimarytypescript

Nabu

active

Marketing and advertising product architecture built on SvelteKit and Cloudflare D1, with its canonical public source maintained by AmmouraMe.

activecompanyprimarytypescript

Private plugins

active
activepersonalprimary
Private/local metadata

Private Project Registry

active
activepersonalprimarypython
Private/local metadata

SQLite Documentation

active
activepersonalprimarytypescript
Private/local metadata

String

featured

Native macOS code editor with window-scoped workspaces, source-authoritative documents, and metadata kept separate from file contents. Private repository.

activepersonalexceptionalswift
Private/local metadata

WDBX Rust substrate

featured

Provenance-aware episodic substrate beneath ABI, combining durable storage, causal structure, retrieval, and evidence-oriented contracts.

activepersonalprimaryrust

Webpress

active
activepersonalprimarytypescriptrust
Private/local metadata

Workflows Starter Template

active
activecompanyprimary
Private/local metadata
Experiments4Exploratory implementations with an intentionally narrower claim boundary.

Cell Machine

experiment
experimentalpersonalprimarytypescript
Private/local metadata

Gama Qt

Historical variant of Gama Framework

experiment
experimentalpersonalprimaryswiftcpp
Private/local metadata

Invasion3D

experiment
experimentalpersonalprimaryswift
Private/local metadata

Paint

experiment
experimentalpersonalprimaryrust
Private/local metadata
Archived and retired work18Historical projects retained as part of the engineering record.

AbbeyCompanion

Historical variant of CoreAIAssistant

archive
retiredpersonalprimaryswift
Historical metadata only

Agentic

archive
archivedpersonalprimaryswift
Historical metadata only

Agnostic Machine pipeline

archive
archivedpersonalprimarypython
Historical metadata only

Alien Invasion

archive
archivedpersonalprimarytypescript
Historical metadata only

BMCT 2.0 Wolfram Verified

archive
archivedpersonalprimarypythonwolfram
Historical metadata only

2026 Q1 CGER English

archive
archivedpersonalprimarypython
Historical metadata only

Donald Portfolio TSX

Historical variant of Donald Filimon personal site

archive
archivedpersonalprimarytypescript
Historical metadata only

Gama Swift superseded checkout

Historical variant of Gama Framework

archive
archivedpersonalprimaryswift
Historical metadata only

GameExample

archive
archivedpersonalprimaryswift
Historical metadata only

Green Square Bliss

archive
archivedpersonalprimarytypescript
Historical metadata only

Mesh Terrain Unity

archive
archivedpersonalprimarycsharp
Historical metadata only

ML public operations observation

archive
archivedpersonalprimarytypescript
Historical metadata only

RobloxServerCraft

archive
archivedpersonalprimary
Historical metadata only

SimpleRunner Starter

archive
archivedpersonalprimarygdscript
Historical metadata only

Spacial3D

archive
archivedpersonalprimaryswift
Historical metadata only

Swift Discord

archive
archivedpersonalprimaryswift
Historical metadata only

Would You Rather TFJS

archive
archivedpersonalprimarytypescript
Historical metadata only

XRLook

archive
archivedpersonalprimaryswift
Historical metadata only
Recovery and historical variants18Snapshots, recovered variants, and superseded implementations related to primary projects.

AbbeyCompanion recovery 4

Historical variant of CoreAIAssistant

recovery
archivedpersonalprimaryswift
Historical metadata only

AbbeyBot Vapor source snapshot

Historical variant of AbbeyBot (Swift)

recovery
archivedpersonalprimaryswift
Historical metadata only

Abby AI React 19 video recovery

recovery
archivedpersonalprimarytypescript
Historical metadata only

ABI Swift recovery

Historical variant of ABI

recovery
archivedpersonalprimaryswift
Historical metadata only

Cell-State Adaptive recovery

Historical variant of Cell-State Adaptive Problem Solver

recovery
archivedpersonalprimarytypescript
Historical metadata only

Cell-State Adaptive validated variant 2 recovery

Historical variant of Cell-State Adaptive Problem Solver

recovery
archivedpersonalprimarytypescript
Historical metadata only

DiscordBM Vapor bot recovery

recovery
archivedpersonalprimaryswift
Historical metadata only

Gama Framework merged checkout

Historical variant of Gama Framework

recovery
archivedpersonalprimaryswift
Historical metadata only

Gama Framework recovery

Historical variant of Gama Framework

recovery
archivedpersonalprimaryswift
Historical metadata only

Gama recovery

Historical variant of Gama Framework

recovery
archivedpersonalprimaryswift
Historical metadata only

Gama recovery 2

Historical variant of Gama Framework

recovery
archivedpersonalprimaryswift
Historical metadata only

MLAI design handoff (home root)

Historical variant of MLAI Platform

recovery
archivedpersonalexceptionaltypescript
Historical metadata only

MLAI Website pre-monorepo archive

Historical variant of MLAI Platform

recovery
archivedcompanyprimarytypescript
Historical metadata only

Stripe sample code recovery

recovery
archivedpersonalprimaryjavascript
Historical metadata only

VaporSpec32 recovery

recovery
archivedpersonalprimary
Historical metadata only

WDBX Zig historical scaffold

Historical variant of WDBX Rust substrate

recovery
archivedpersonalprimaryzig
Historical metadata only

Would You Rather Bun TS

Historical variant of Would You Rather TFJS

recovery
archivedpersonalprimarytypescript
Historical metadata only

Would You Rather Bun TS variant 2

Historical variant of Would You Rather TFJS

recovery
archivedpersonalprimarytypescript
Historical metadata only
External references2Reviewed reference repositories. These are not presented as Donald-authored work.

Eagle LSP

External reference, not presented as Donald-authored work.

reference
externalexternalreference
Reference metadata only

Ladybird fork

External reference, not presented as Donald-authored work.

reference
activeexternalreferencecpprust
Reference metadata only

SERVICES

Senior Depth, Close to the Product

Best fit for founders, engineering leaders, and product leaders working through a technically difficult system rather than buying a commodity deliverable.

01

AI Systems Architecture

Shape model, memory, tool, governance, and evaluation layers into one inspectable system with explicit authority boundaries.

  • System and capability map
  • Runtime and tool contracts
  • Memory and evidence design
  • Evaluation and governance gates
02

Applied Product Engineering

Move a technically unusual idea into a coherent product across web, Apple platforms, compilers, scientific services, and local workflows.

  • Working product slice
  • Cross-platform architecture
  • Interaction and state model
  • Production-oriented handoff
03

Evidence-Led Hardening

Turn an ambitious prototype into a system whose tests, artifacts, hosted state, and live behavior support the claims made about it.

  • Claims and risk inventory
  • Reproducible validation gates
  • Failure-mode hardening
  • Evidence-backed delivery record

PRACTICE

How

Systems
Architecture and implementation stay in the same loop. Ownership is explicit, interfaces are inspectable, and tests support the claims made about the system.
Memory
Retrieval should preserve where a record came from, what followed, and why it is trusted. A generated guess does not become a stored fact by repetition.
Native
Interfaces should belong to their platform, from terminal workflows to SwiftUI and RealityKit. Local execution protects private work; network services remain explicit dependencies.

CONTACT

Open channel

Share the problem, the people it serves, what already exists, and the constraint that makes it difficult. Best reached by email. Public work lives on GitHub.