One morning with Daniel
Daniel is made up. Everything he sees is how ActiveTwin works.
His career, once
Daniel imported the two CVs he had. ActiveTwin read them into one career library: four roles, eight achievements with their numbers, eleven skills. He checked each fact before it was saved. Every CV he makes from now on comes from here.
The morning's jobs
His search profile asks for staff and principal roles, remote within the EU. Overnight, new postings were read and scored against his whole career. The best one scores 86, and the card says why, what's missing and what to ask.
- Staff Engineer, Platform
- Principal Engineer, Data Platform
- Staff Software Engineer
- Engineering Manager, Payments
- Designed the event platform behind 2M shipments a day, as the role asks
- Seven years of Kafka and PostgreSQL in production
- Remote within the EU matches your search profile
- Kubernetes operators are asked for; your library doesn't show them
A CV for that job
One click on “Tailor a CV”. The summary and the first role now lead with the platform work this job asks for. Each change sits next to the fact that backs it. Kubernetes operators were asked for, but Daniel has never run them, so they were left out and flagged.
Before: Engineering manager with 15 years of experience leading teams that deliver logistics software.
After: Platform engineer and architect with 15 years in logistics systems: event-driven design at 2M shipments a day, and a team of nine grown along the way.
Before: Managed a team of 9 engineers responsible for the tracking platform.
After: Designed and led the event-driven tracking platform (Kafka, PostgreSQL) that handles 2M shipments a day.
How a recruiter sees him
The profile review read his whole career the way a recruiter would. His strongest material is technical and measurable, but his CVs lead with management. That may be why recruiters kept offering him manager roles.
- Systems at scale, with numbers: 2M shipments a day, 99.95% uptime
- Architecture decisions you made yourself, not just approved
- Your recent CVs lead with people management, which hides the staff-level technical work.
After the interview
Daniel applied and was invited to a technical round. Afterwards he wrote down what he remembered. The debrief scored each answer and rebuilt the weakest one from his own facts, with the achievement he forgot to mention.
You described the outage, but not the decision, the trade-off or what you learned.
We put every tracking event in one shared database to ship faster. At 500k shipments a day it became the bottleneck. I led the move to Kafka with regional stores, and p95 latency fell from 1.8 s to 220 ms. Today I would split it before launch.
Everything in one place
The application sits on his pipeline board with the exact CV he sent, the interview and a reminder for the follow-up.
