AI Engineer with expertise in Generative AI, Computer Vision, and Multi-Agent Systems. I specialize in transforming research PoCs into scalable, containerized deployments—having already delivered production features for a commercial app with 500,000+ users.
I am passionate about Context Engineering and squeezing every bit of performance out of local hardware to run enterprise-grade models.
GenAI & Orchestration
Core AI & Deep Learning
Infrastructure
| Role | Company | Impact |
|---|---|---|
| AI Engineer | Revenue Recovery Engine | Engineered LLM pipeline stages (CRITIC → PRESCRIBER) for automotive e-commerce intelligence. |
| AI Engineer | Beyond Apps Group | Scaled AI Ad Generator features for 500,000+ users. |
| Team Lead | NTI | Led 5 engineers to architect a GenAI video synthesis PoC. |
Aden Hive (Multi-Agent Framework, 10.1k+ Stars)
- PR #5222: Engineered search and retrieval tools enabling AI agents to autonomously discover and download scientific papers via the arXiv public API. Implemented secure, streaming PDF downloads with auto-cleaning temporary storage and robust error handling.
Rejecting the 'Chatbot' pattern for the robust 'Assembly Line' pattern.