AI understanding & direction
Make modern AI understandable, choose a sensible direction, and connect the opportunity to the work that matters.
Plain-language guidance · tool choices · next stepsAPPLIED AI · TOOLS · AGENTS · AUTOMATION
The AI era is here. Make it useful.
I help individuals, teams, and companies understand modern AI, apply it to existing work, and build the tools, agents, or automation they actually need.
Ammar Aziz SalmanBabil, Iraq · Working internationallyEnglish & Arabic
Simple structure. Clear intent. Less operational friction.
00 / POSITION
Useful AI begins with the person and the work: what you are trying to understand, where decisions happen, and where a tool could make the next step clearer. I start there.
01 / CAPABILITIES
Small enough to understand.
Focused enough to deliver.
I begin with the real question, the existing work, and the smallest useful next step—whether that means guidance, a tool, an agent, or automation.
Applied AI for real work
Apply AI to existing tasks, documents, decisions, and team habits without forcing a use case that does not fit.
Existing work · practical tools · human reviewAgents & custom AI systems
Shape and build focused agents or custom AI systems when a repeatable flow needs more than a chat window.
Clear scope · approval points · tested behaviorAutomation & focused utilities
Automate useful steps or create small utilities for extraction, cleanup, reporting, and file processing when that is the right answer.
Narrow scope · realistic data · maintainable delivery02 / SELECTED WORK
Proof before promises.
Independent builds and technical experiments, shown with their actual scope and limitations.
Independent prototype
MedBrief
A mobile pre-assessment system that conducts structured patient interviews and turns responses into a report for a doctor to review. It demonstrates bilingual intake, voice handling, authentication, and structured AI output without claiming clinical validation.
- Expo
- TypeScript
- Supabase
- Express
- Prisma
- Groq
Graduation project · public repository
Forensic Scanner Pro
A Python application combining LLM-guided pattern selection with regular-expression scanning for digital evidence. It supports multi-format extraction, predefined forensic patterns, and structured reporting through a local interface.
- Python
- Regex
- Gemini
- OpenRouter
- Pywebview
Independent security experiment
Nmap Intelligence Console
A graphical console that pairs controlled Nmap execution with Gemini-based explanation. The project explores approval-aware tool use, network discovery, and turning raw scan output into readable technical context.
- Python
- Nmap
- Gemini
- CustomTkinter
03 / HOW I WORK
Clarity first.
Then the right approach.
- 01
Understand
Understand the goal, the current work, and what should remain human before choosing a technical answer.
- 02
Choose
Choose the right mix of guidance, an existing tool, an agent, or focused automation for the situation.
- 03
Apply
Apply, build, test, and teach the next step so the result is understandable and useful in practice.
04 / THE STUDIO
Close to the work.
Free of the theatre.
DoMore Systems is Ammar's independent applied-AI studio, based in Babil, Iraq and built to work across borders.
I work directly with individuals, teams, and organizations to understand AI, apply it to existing work, and build focused tools, agents, custom systems, or automation. Collaborators can be brought in when a project genuinely needs additional capability—not to make the studio appear larger than it is.
05 / START A CONVERSATION
What are you trying to understand, improve, or build?
Bring a question, process, existing tool, or idea. The right answer may be guidance, configuration, an agent, automation, or a custom system—and I will help you work out which.