Builder & Engineer

Crafting tools for blockchain & exploring the frontiers of machine learning

I'm Jingles, founder of Mesh SDK and UTXOS, building open-source infrastructure for the Cardano ecosystem. Previously ML engineer at Alibaba, researching the intersection of AI and neuroscience.

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Jingles, blockchain developer and ML engineer

Jingles presenting at the Cardano Summit

Brain-computer interface research equipment in the lab

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Thoughts on building software, ML research, and the blockchain space

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June 6, 2026Featured

From Prompts to Pipelines: Skills, Sub-agents, and Orchestration

Stop using AI one prompt at a time. A 3-level path in Claude Code: wrap prompts into Skills, split work across sub-agents, then wire it to triggers.

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February 1, 2026

How to Translate Image Text While Preserving Layout Using Claude

Translate text in screenshots and images while keeping the original design intact. Works with any language using Claude vision and image generation.

January 21, 2026

Spec-Driven Development with Claude Code: The 3-Step Framework

Learn spec-driven development with Claude Code using the brain dump, spec interview, and Ralph Loop workflow. Stop AI from guessing, get exactly what you want.

January 18, 2026