Hello everyone,
I am preparing an application for the UK Global Talent Visa in digital technology under the Exceptional Talent route, and I would appreciate honest feedback on whether my profile appears strong enough, especially for the Mandatory Criterion.
My background is in full-stack software engineering, IoT platforms, backend systems, data processing, and applied AI. I have around ten years of experience in digital technology, including technical and co-founder experience before moving to the UK.
Since moving to the UK approximately two and a half years ago, I have:
- completed postgraduate study in Artificial Intelligence;
- secured a permanent full-stack engineering role in digital product development;
- contributed to a UK sustainability-focused digital platform used across a major infrastructure sector;
- received a salary increase after moving from a fixed-term to permanent position;
- published a peer-reviewed paper on IoT, machine learning, smart buildings, and energy optimisation;
- presented related research at an academic conference;
- become a London chapter lead for an international AI community;
- helped organise two in-person AI events, including one hosted at a major technology company’s London venue;
- chaired an AI event featuring several technical speakers;
- co-organised a large London engineering community;
- participated in a structured global mentoring programme for women in data;
- appeared in an interview and published feature about careers in data and technology.
For Optional Criterion 3, I plan to submit evidence of significant technical contributions to two commercial IoT platforms. My work included backend microservices, APIs, telemetry pipelines, device orchestration, cloud integrations, database design, analytics, authentication, CI/CD, and frontend/mobile development. The platforms have real users, connected devices, production telemetry, and measurable operational outcomes.
For Optional Criterion 4, I plan to submit:
- a peer-reviewed journal publication;
- evidence of my individual research contribution;
- a conference presentation;
- an academic expert letter confirming the originality and practical value of the research.
My three recommendation letters are expected to come from:
- a senior UK technology leader familiar with my recent work;
- the founder and CTO of an IoT technology company;
- a former co-founder who worked with me for several years.
My main concern is the Mandatory Criterion. Much of my recent public recognition and community activity happened after I became established in the UK, so several of these activities are relatively recent. Before moving to the UK, I had stronger founder and technical experience, but some of the older achievements fall outside the most recent five-year period.
I would be grateful for feedback on the following:
- Does this profile look more suitable for Exceptional Talent or Exceptional Promise?
- Is my Mandatory Criterion likely to be considered strong enough?
- Would salary progression, a permanent UK technical role, community leadership, event chairing, research publication, and senior recommendation letters collectively demonstrate recognition?
- Are OC3 and OC4 the right optional criteria for this profile?
- What would you consider the biggest weakness or rejection risk?
I am not looking for reassurance. I would genuinely appreciate critical feedback from applicants, endorsers, or anyone familiar with successful and unsuccessful digital technology applications.
Thank you.

