Ingenious Digital · Selected work · IGD Dev Lab · Hugging Face · pascal@ingeniousdigital.com
I run Ingenious Digital, a software and product studio in Fort Lauderdale. I work across the systems a business runs on: customer-facing websites and storefronts, CRM and communications, mobile and desktop applications, data workflows and AI-powered tools.
My engineering work also reaches into native developer tools, GPU performance, embedded firmware, games and simulation. I combine product design, systems architecture, implementation and technical direction, from defining the problem through integration, testing and ongoing improvement.
| Project | What it is | Stack |
|---|---|---|
| ButlerCRM | A CRM and collaboration workspace connecting customers, pipeline, projects and supervised AI work. Product | Elixir · Phoenix LiveView · PostgreSQL |
| Overwatch | Search intelligence and reporting that brings site performance, rankings and operational workflows into one working surface | TypeScript · React · TanStack Start · Bun · PostgreSQL |
| NexusDialer | Contact-center and campaign software. The web release has deployment evidence; native and carrier-media acceptance remain in progress | Elixir/Phoenix · React · TypeScript |
| JarvisMCP | Studio infrastructure for connecting AI agents to business tools and supervised workflows. Closed-source; the public case study describes the work | TypeScript · MCP |
| Ladie One | An artist portfolio with editorial galleries and responsive project storytelling. Live site | Next.js · React · TypeScript |
| Healthy Glow Shopify | Client storefront work across the theme, product pages and mobile shopping experience. Store | Shopify Liquid · JavaScript · CSS |
Ladie One: website design and development by Ingenious Digital; artwork and artist collaborations belong to Ladie One.
The studio also builds and maintains WordPress platforms and client sites, including Healthy Glow Aesthetics and The Fort Lauderdale MedSpa. That work extends into SEO, analytics, lead capture, CRM integrations and post-launch maintenance.
flowchart TB
A["Coding agent"] -->|"search"| C["Capability catalogue<br/>Discoverable services"]
C -.->|"signature"| A
A -->|"execute"| S["Sandboxed isolate<br/>no credentials"]
S -->|"bounded call"| G["Gateway"]
G <--> V["Credential-holding services"]
S -->|"result"| A
H["Person"] -->|"approves writes"| G
Agent-authored code runs without credentials; the services that hold them sit outside that boundary, and a person approves writes. Public architecture story.
🧪 fplbenchData engineering & applied ML A leakage-aware Fantasy Premier League dataset and forecasting benchmark. Predictions are frozen before the deadline and scored against verified results, with a public evaluation record.
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GPU optimization Original CUDA optimization patches and benchmark tooling built on Maple/llama.cpp. Published experiments record generation from 52 to 377 tok/s and prompt processing from 1,457 to 10,674 tok/s, with 103 CPU-reference cases. Results are hardware- and revision-specific.
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🐚 ZiggyZagNative developer tools An all-Zig shell workspace with native terminal hosts, a cross-platform launcher and a local AI sidecar. Active alpha, with tests and published prereleases.
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Embedded firmware C/ESP-IDF firmware for an ESP32-S3 desk companion: touch display, live voice and device interaction. A tested hardware release candidate with remaining hardware verification gates.
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| Project | Lane | Status |
|---|---|---|
| fplbench | Data engineering & applied ML | Live benchmark with public evaluation record |
| Maple CUDA | GPU optimization | Published experiments |
| ZiggyZag | Native developer tools | Active alpha |
| JarvisNano | Embedded firmware | Hardware release candidate |
| Qwen Quant Bench | LLM evaluation | Completed quantization research record |
| Verrow | Data quality | Partial workbench prototype |
| PicoArmy | Agent management | Prototype on the upstream picobot runtime |
| KinTunnel | Networking | Tested dry-run MVP |
| Area | Technologies used in project work | Examples |
|---|---|---|
| 💼 Business applications | Elixir, Phoenix/LiveView, TypeScript, React, PostgreSQL | ButlerCRM, NexusDialer, Overwatch |
| 🌐 Web & commerce | PHP, WordPress, Shopify Liquid, JavaScript, Next.js, HTML/CSS | Agency WordPress platform, Healthy Glow, Ladie One |
| 📱 Mobile | Dart/Flutter, TypeScript/React Native, SQLite | ReachOut calling workflows; ZeroChat on-device voice; SilentVoice research |
| 🖥️ Desktop & services | Rust, Tauri, Axum, Svelte, React | ListKit; VibeFlow pre-release; Verrow prototype |
| 📊 Data & evaluation | Python, LightGBM, PostgreSQL, SpacetimeDB | fplbench; lead-data processing and quality tools |
| ⚙️ Systems & performance | Zig, C, CUDA, C++ toolchain, PowerShell, Shell | ZiggyZag; Maple CUDA; Qwen evaluation tooling |
| 🔌 Embedded | ESP-IDF, ESP32-S3, C | JarvisNano |
| 🎮 Games & simulation | Godot/GDScript, Rust/Bevy, Lua/Luau, TypeScript, PixiJS, Three.js | Arcanum First Spark release candidate; Roblox R&D; browser-game lab |
| 🛠️ Infrastructure & automation | Node.js, MCP, Docker, GitHub Actions, Linux, WireGuard | Agent integrations, deployment tooling, KinTunnel MVP |
The IGD Games lab brings together browser experiments including Gizmo Works, SubTerra Lite and Papardes Zieds. Other work explores deterministic puzzle systems in Godot, emergent simulation in Rust/Bevy and game development in Roblox. Maturity ranges from prototypes to release candidates.
Game-lab story · More studio projects
| Web & commerce |
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| Backend & data |
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| Systems & embedded |
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| Apps, 3D & games |
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| Infra & tooling |
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Plus Tauri, Phoenix LiveView, CUDA, ESP-IDF, LightGBM and WireGuard, which don't have icons but do have project hours.
I work with clients on product and systems design, custom software, integrations, automation and technical delivery. For a specific project, the most useful starting point is the workflow you need to improve, what already exists and what a successful result looks like.
Services ·
Contact ·
pascal@ingeniousdigital.com ·
(954) 834-3426
Fort Lauderdale · Eastern time · Working worldwide
ingeniousdigital.com · igddev.com · huggingface.co/x0me · portfolio