At AfterQuery Experts, I evaluate, benchmark, and red-team LLM outputs across reasoning and software engineering domains. I also create structured datasets for supervised fine-tuning and reinforcement learning from human feedback.
In private AI automation work, I built an n8n voice-agent workflow and RAG bots for news delivery and real estate support. At EagleLion System Technology, I engineered RESTful APIs for the Visit Ethiopia platform and implemented JWT authentication and role-based access control.

