At IKONIC Dev, I architected a multi-provider LLM engine with automatic failover that powers 17+ AI capabilities on WorkPulse HCM. I also designed production RAG pipelines for policy Q&A, an AI helpdesk, recruitment scoring, performance analytics, and learning paths.
Across my AI engineering work, I’ve shipped production systems spanning agentic AI, model fine-tuning, computer vision, and speech. My projects include a resumable voice-cloning pipeline that cut per-subject iteration time from days to a single overnight run, and a website-generation agent pipeline that shipped 25+ sites.

