DATA ANALYSIS & METADATA
Objaverse Data Intelligence
Large-scale scene-level analysis & decomposition metadata
Technical Artist · 3D Data · ML Pipelines
Building scalable 3D data pipelines for ML & AI
Specializing in preprocessing, decomposition, and dataset quality for large-scale 3D assets. Background in VFX, real-time graphics, and production tooling.
1M+
Assets processed at scale
ML-ready
Normalization, quality control, decomposition
12+ yrs
VFX, real-time graphics, and backend systems
Objaverse Data Intelligence:
Large-scale scene-level geometry, structure, and material analysis of ~680K Objaverse assets, designed for ML-ready filtering, structural decomposition, and dataset curation. Available at Hugging Face.
Large-scale scene-level geometry, structure, and material analysis of ~680K Objaverse assets, designed for ML-ready filtering, structural decomposition, and dataset curation. Available at Hugging Face.
Featured work
ARCHITECTURE & SYSTEMS
Distributed 3D Data Processing Pipeline
Designed to process ~680K+ 3D assets with scalable, fault-tolerant infrastructure.
VFX PRODUCTION
Visual Effects Reel
Early VFX work bridging artistic direction and technical execution across real-time and traditional production.
Technical Foundations
Browse technical foundation projects by toolset and production skill area.
Data Analysis & Metadata
Objaverse Data Intelligence
Architecture & Systems
Distributed 3D Data Processing Pipeline
VFX Production
Visual Effects Reel
Film Production
Stereo 3D
- Ferdinand 2017
Visual production foundation work connecting Maya scene setup with stereo compositing considerations.
Shading
Rib Wrangling
Technical exercise using matrix logic and scripting foundations inside Maya production workflows.
Procedural
Spatial Discontinuity
Technical exercise using matrix logic and scripting foundations inside Maya production workflows.
Real-Time Cinematic
Unreal Sequencer
Pipeline-oriented animation data work focused on reusing motion capture assets across production contexts.
Procedural
Complex Scene
Procedural scene construction work focused on scalable layout, variation, and scene organization.
Maya Tooling
Mel Matrix
Technical exercise using matrix logic and scripting foundations inside Maya production workflows.
Maya Tooling
Dynamic Geo RiMel
Maya-based technical exploration connecting procedural geometry workflows with rendering pipeline concepts.
Animation Data
Repurposing Mocap Data
Pipeline-oriented animation data work focused on reusing motion capture assets across production contexts.
Procedural
Procedural Building
Rule-based environment generation demonstrating procedural modeling logic and reusable systems.
Procedural Motion
Procedural Motion
Motion and behavior experiments built with procedural controls and parameter-driven workflows.
Pipeline Tool
Mesh Optimization Tool
Production-focused optimization workflow for preparing and validating real-time assets.
Procedural
