abdul samad irfan shaik

Senior Technical Lead at Numeric technologies

I work at the intersection of IT administration, security, and applied AI development. My core responsibilities span systems and infrastructure administration, security architecture and hardening, and end-to-end technology development — with a current focus on designing, deploying, and managing agentic AI systems and LLM-powered applications. This gives me a grounded, day-to-day view of how AI tools are actually built, secured, and operated — not just how they're marketed. I regularly evaluate new platforms, tools, and workflows from both a builder's and a security-conscious administrator's perspective, which tends to surface practical gaps and opportunities that purely theoretical feedback misses. I'm interested in research and discussions covering AI/LLM tooling, developer and IT-admin workflows, cybersecurity products, and emerging agentic systems — happy to speak to technical depth, usability, security implications, or enterprise-readiness depending on what the study needs.

Expert networks: Arbolus, UserInterviews.com