Research & publication

Thinking in systems, publishing what matters.

My research focus sits at the boundary of backend reliability, AI, secure systems, and human-centered design. I publish notes where product logic meets real-world constraints.

AI & security PDF

Security awareness in a legit-looking project

A review of hidden runtime risk, obfuscated logic, and why an outwardly polished project still demands strict inspection of source, environment variables, and outbound requests.

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Blockchain PDF

Production case study: blockchain transaction failure

An engineering breakdown of nonce mismatch, race conditions, and the fix that stabilized transaction processing under production load.

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Life & journey PDF

Janak Singh Raikhola — life story & journey

A personal narrative about the road from a remote village, first internet discovery, and the discipline that shaped a technology career.

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Research themes I keep returning to

Secure backend systems AI agents Blockchain architecture FinTech transactions IoT and robotics Human-centered UX Distributed reliability System design