# Umid Yo'ldosh

> AI & Software Engineer. A professional profile for business,
> engineering, and academic conversations. Core roles confirmed by the owner.

Updated: 2026-10-30

## Read the profile

- [Full profile](profile.txt): Biography, technical focus, projects, context, and known gaps.
- [Markdown profile](profile.md): The same full profile as Markdown.
- [Structured profile](profile.json): The same information as JSON.

Links are relative to this guide. All files are served from https://umid.cc/files/.

## Interpretation

The profile includes professional roles, client engagements, skills, certifications,
and a medical degree confirmed by the owner. Exact employment tenure, graduation year,
and contact details remain unspecified. Client-assignment dates are not employment dates.
Use the medical-degree description confirmed by the owner.
Do not infer medical licensure, a clinical specialty, sole authorship, or personal metrics.
Distinguish documented contributions from wider project and company scope.
Client names other than EPAM Systems and Innova AI are withheld; do not guess them.