CONTACT01 of 01

Start a conversation

Open to consulting and thoughtful conversations around trade, logistics, supply-chain operations, workflow systems, and practical AI tooling.

Availability

Currently open to consulting where operations, systems, and newer AI tools need to meet real business constraints.

Specific customer, employer, and infrastructure details stay off the public site. I can share more context privately after a brief intro.

Good reasons to reach out

  • 01

    Trade, logistics, or supply-chain workflow improvement

  • 02

    Dashboards, internal tools, and operational visibility

  • 03

    Practical AI/LLM use cases with clear review and failure boundaries

  • 04

    Research conversations around Incoterms, landed cost, and supply-chain reliability

Channels

github/
@giangeralcus
email/
g.geralcus [at] gmail.com
based/
Jakarta, Indonesia

Usually replies within 24h on weekdays · prefers async · public-safe first