Principal AI/ML Engineer & Co-Founding Director at Ayudh Inc. 18+ years blending VFX pipeline leadership with modern ML and cloud expertise. Delivered the Coca-Cola Content Engine with 65% faster creative cycles and USD automation across global brands.
Selected Projects
Principal AI/ML Engineer & Co-Founding Director. Product R&D vehicle for Sorcera.Studio and CommitGuardian, with AI pipeline consulting. Billed US$115k across two PoCs.
FastAPI micro-service mesh with SDXL Diffusers on A6000 GPUs and NVIDIA Omniverse RTX viewer. Cut creative review cycles by 65% and archived 100TB to cold storage.
LLM-backed security system for AI-native developer workflows with local intelligence and enterprise-grade constraints.
Work Experience
Principal AI/ML Engineer & Co-Founding Director
Ayudh Inc.
Apr 2025 - Present
Principal Machine Learning Engineer (VFX)
Hogarth
Jan 2024 - Mar 2025
Sr. VFX Pipeline Supervisor
The Embassy VFX
Nov 2022 - Dec 2023
Domain Lead, Pre-Production — Pipeline TD
Cinesite
Aug 2018 - Nov 2022
R&D Programmer
DNEG
Aug 2016 - Aug 2018
Blog
Architecting the Future: Where AI Systems, Creativity, and Engineering Converge
Exploring adaptive systems that learn, scale, and empower through the convergence of software, design, and intelligence.
Redefining Trust: Building Secure AI Workflows for Developers
LLM-backed security systems with local intelligence and enterprise-grade constraints for AI-native developer workflows.
Rethinking the VFX Pipeline: From Keyframes to Cognition
USD automation, real-time RTX rendering, and ML-powered workflows transforming traditional VFX pipeline architecture.
Connect
Feel free to contact me at info@ayudh.ai