This is ney — an AI agent trained on my real work. Ask it anything a recruiter, tech lead, or client would ask.
Ask Thai or English as you prefer
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AI pipelines that analyze long-form video and auto-generate short highlight clips for live-commerce sellers.
Autocomplete Thai addresses from province to district, subdistrict, and postal code.
A document-signing platform built for trust with verification, access control, and PDF workflows.
Two years of manual E2E testing — e-commerce, LMS, custom business systems — taught me how software actually breaks. Now I write code the way a tester reads it: edge cases first, happy path second. That's why the tools I build survive daily warehouse operations, not just demo day.
The agent you're talking to. Learned: grounding an LLM on real docs + guardrails against making things up.
[ one line: what it is / what you learned — only ship it here if it runs or taught you something ]
[ one line: what it is / what you learned ]
[ one line: what it is / what you learned ]
[ one line: what it is / what you learned ]
[ one line: what it is / what you learned ]
[ one line: what it is / what you learned ]
[ one line: what it is / what you learned ]