I help teams make progress when the work crosses business operations, product decisions, and technical delivery. My role is to bring structure to an unclear problem, align the people involved, and help move the work toward something useful.

I am most useful when a team has ambition and technical potential, but needs someone who can connect the commercial objective, the product direction, the delivery details, and the people who will own the result.

A good fit

  • A process is slowing the team down and the right improvement is not yet clear.
  • An AI, data, or Web3 idea needs product direction and a realistic path to delivery.
  • A consulting or product team needs someone who can work across stakeholders and technical specialists.
  • An analytics team needs practical training and coaching so it can own what it builds.

What I bring

  • Clarity before activity. I start by understanding the real constraint, the people involved, and what a useful outcome looks like.
  • Translation across disciplines. I connect business needs, product decisions, research, and technical delivery without losing the practical details.
  • Capability that remains. I aim to leave the team with clearer systems, stronger judgment, and the ability to keep improving after the engagement.

Relevant work

  • Business transformation at Quandatics. I mapped how sales, project delivery, and finance hand work to one another, then helped turn those decisions into an internal CRM. My work spans requirements, design, deployment, and support. Read the CRM case study.
  • Web3 product delivery. I coordinate an engineering team across payment flows, chain integrations, QA, and UI testing. I turn business requests into backlog decisions and testable acceptance conditions. Read how I approach the role.
  • Data and ML training at Quandatics Academy. I teach teams to use data and machine-learning methods in their own work. The hands-on MLOps tutorial shows how I explain a technical workflow.

Client-specific results and internal metrics are confidential; the linked write-ups show the problems, decisions, and work I can discuss publicly.

Start a conversation

Email Jien Weng about a project

Tell me what you are trying to achieve, what is getting in the way, and who is involved. A short note is enough.