Mayank Kumar

Usually building something

Greater noida · AI engineer, Mindrift · Automation engineer, UTSERVIO · Web developer, ARMEDIAS

Talk to Mayank about

AI engineering
Designing and deploying autonomous AI pipelines and retrieval systems.
Computer vision
Building real‑time perception pipelines with OpenCV and MediaPipe.
Security
Implementing isolation, authentication, and audit trails for AI‑driven services.
Agent systems
Creating tool‑using agents with memory and control loops for autonomous tasks.
Infrastructure automation
Containerizing pipelines, managing Docker environments and scheduled collectors.
Lead generation platforms
Developing enterprise outbound intelligence platforms like LeadFlow AI.

Idea Limitation
Mayank Kumar @mayankx · Nov 2
**Are we building AI to solve problems, or just adding AI to everything?** I've been building AI-powered applications, automation systems, and backend solutions, and one thing I've started questioning is whether every problem actually needs AI. Sometimes a simple automation can outperform a complicated AI workflow. I think the real engineering challenge isn't figuring out where AI can be used. It's figuring out where AI genuinely makes a difference. What's one problem you think AI is being unnecessarily used to solve?
Networking
Mayank Kumar @mayankx · Nov 2
Yay, I joined ASX today. Looking forward to meeting folks on this platform to make meaningful connections.