Your AI resume lists models. Does it show what you delivered?
A collected dotey excerpt relays resume advice: be brief, remove irrelevant experience and describe results. Use it to organize the task, your contribution and demonstrable work, while recognizing that the excerpt is incomplete and does not establish hiring criteria.
What to consider
Make each project answer three questions: what problem did you address, what did you contribute and what result can someone inspect? The collected dotey excerpt attributes resume advice to OpenAI applied AI engineering lead Wulfie Bain. The complete points visible are brevity, removing irrelevant experience and describing results rather than activities; the fourth point is cut off. These are useful editing prompts, not a reconstructed fourth point or an official OpenAI hiring policy.
Put models and tools in the context of a task
A list of models, frameworks and tools can hide the decisions a project required. Start with the user problem and intended deliverable, then explain the choice of retrieval, tool use or automation and your responsibility. Keep tool names when they clarify the work, without letting them replace the project description.
Coursework, personal work and team projects can all be described with an explicit scope. A demo prototype should identify the task it supports. For team delivery, distinguish your design, implementation, debugging or acceptance work from the team’s overall result.
Show a result without inventing a growth metric
A result need not be revenue or user growth. It can be a working demo, an input/output comparison you can share, or an error you diagnosed and fixed. Describe what you can explain and substantiate. Do not manufacture time savings, accuracy or improvement percentages that were never recorded.
If the work cannot be public, explain the scope and your decisions without internal data, and identify unavailable materials. This gives a reader a contribution to assess and something specific to discuss. It does not establish that an employer accepts any particular portfolio format.
Judge relevance before cutting an experience
Test relevance against the role: does the sentence help someone judge whether you can do the work? Experience outside a technical tool list may still demonstrate requirements work, delivery coordination or diagnosis. Keep the relevant part and consolidate repeated claims about the same capability.
Ask someone unfamiliar with the project to restate the problem, your contribution and the result. We did not open the full post, obtain the hiring team’s criteria or inspect a specific role. Use this to edit your resume, not to promise an interview, infer hiring preferences or add achievements that did not happen.
Source links
The links below were supplied with the collected records. This article offers independent analysis of their summaries; we have not individually checked the original sources or tested the products.